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- {
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- "cells": [
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- {
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- "cell_type": "markdown",
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- "metadata": {},
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- "source": [
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- "# Convert SIABENCH JSONs to JSONL for HuggingFace\n",
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- "Flattens the nested `scenarios` structure into one JSON object per line.\n",
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- "Output goes into a `data/` folder to upload alongside your dataset.\n",
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- "\n",
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- "> Run this from your project root where `SIABench-main/` lives."
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 1,
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- "id": "b78a1dd7",
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Config loaded. Output folder: F:\\Downloads\\MAIN_SIA_BENCH\\data\n"
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- ]
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- }
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- ],
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- "source": [
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- "import json\n",
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- "import os\n",
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- "from pathlib import Path\n",
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- "\n",
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- "BASE_DIR = Path('SIABench-main')\n",
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- "OUT_DIR = Path('data') # Will be uploaded to HuggingFace root\n",
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- "OUT_DIR.mkdir(exist_ok=True)\n",
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- "\n",
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- "# ── Config map: output filename → list of (split, source_folder) ──\n",
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- "CONFIGS = {\n",
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- " 'alert_triaging_tii': [\n",
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- " ('tp', BASE_DIR / 'Alert_Triaging_Dataset' / 'Alert_Triaging_Dataset_TII' / 'TP'),\n",
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- " ('fp', BASE_DIR / 'Alert_Triaging_Dataset' / 'Alert_Triaging_Dataset_TII' / 'FP'),\n",
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- " ],\n",
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- " 'alert_triaging_cic': [\n",
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- " ('test', BASE_DIR / 'Alert_Triaging_Dataset' / 'Alert_Triaging_Dataset_CIC'),\n",
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- " ],\n",
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- " 'sia_dataset': [\n",
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- " ('test', BASE_DIR / 'SIA_Dataset'),\n",
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- " ],\n",
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- "}\n",
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- "\n",
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- "print('Config loaded. Output folder:', OUT_DIR.resolve())"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 2,
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- "id": "f4614351",
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "Flatten functions defined.\n"
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- ]
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- }
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- ],
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- "source": [
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- "def flatten_alert_triaging(meta, comp):\n",
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- " \"\"\"Flatten TII/CIC scenario into a single dict.\"\"\"\n",
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- " return {\n",
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- " 'scenario_name': meta.get('scenario_name', ''),\n",
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- " 'alert_name': meta.get('alert_name', ''),\n",
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- " 'alert_type': meta.get('alert_type', ''),\n",
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- " 'scenario': comp.get('scenario', ''),\n",
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- " 'alert': comp.get('alert', ''),\n",
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- " 'tools_available': comp.get('tools_available', []),\n",
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- " 'files_available': comp.get('files_available', ''),\n",
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- " 'instructions': comp.get('instructions', ''),\n",
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- " 'directory': comp.get('directory', ''),\n",
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- " 'questions': [\n",
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- " {'question': q.get('question', ''), 'answer': q.get('answer', '')}\n",
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- " for q in comp.get('questions', [])\n",
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- " ],\n",
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- " }\n",
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- "\n",
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- "def flatten_sia_dataset(meta, comp):\n",
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- " \"\"\"Flatten SIA_Dataset CTF scenario into a single dict.\"\"\"\n",
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- " return {\n",
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- " 'scenario_name': meta.get('scenario_name', ''),\n",
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- " 'source': meta.get('source', ''),\n",
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- " 'last_accessed': meta.get('last_accessed', ''),\n",
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- " 'writeup': meta.get('writeup', ''),\n",
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- " 'scenario': comp.get('scenario', ''),\n",
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- " 'task_category': comp.get('task_category', ''),\n",
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- " 'complexity': comp.get('complexity', ''),\n",
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- " 'tools_available': comp.get('tools_available', []),\n",
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- " 'files_available': comp.get('files_available', ''),\n",
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- " 'instructions': comp.get('instructions', ''),\n",
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- " 'directory': comp.get('directory', ''),\n",
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- " 'questions': [\n",
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- " {\n",
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- " 'question': q.get('question', ''),\n",
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- " 'answer': q.get('answer', ''),\n",
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- " 'adversarial_tactic': q.get('adversarial_tactic', ''),\n",
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- " }\n",
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- " for q in comp.get('questions', [])\n",
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- " ],\n",
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- " }\n",
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- "\n",
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- "print('Flatten functions defined.')"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 3,
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- "id": "05c92cc6",
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- " ✓ alert_triaging_tii_tp.jsonl — 100 records\n",
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- " ✓ alert_triaging_tii_fp.jsonl — 50 records\n",
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- " ✓ alert_triaging_cic_test.jsonl — 35 records\n",
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- " ✓ sia_dataset_test.jsonl — 25 records\n",
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- "\n",
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- "Done!\n"
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- ]
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- }
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- ],
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- "source": [
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- "stats = {}\n",
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- "\n",
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- "for config_name, splits in CONFIGS.items():\n",
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- " stats[config_name] = {}\n",
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- " is_alert = config_name.startswith('alert_triaging')\n",
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- "\n",
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- " for split_name, folder in splits:\n",
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- " if not folder.exists():\n",
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- " print(f'WARNING: {folder} not found, skipping.')\n",
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- " continue\n",
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- "\n",
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- " out_file = OUT_DIR / f'{config_name}_{split_name}.jsonl'\n",
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- " count = 0\n",
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- "\n",
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- " with open(out_file, 'w', encoding='utf-8') as out_f:\n",
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- " for json_file in sorted(folder.glob('*.json')):\n",
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- " with open(json_file, 'r', encoding='utf-8') as f:\n",
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- " data = json.load(f)\n",
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- "\n",
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- " scenarios = data.get('scenarios', [])\n",
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- " meta = next((s.get('metadata') or {} for s in scenarios if 'metadata' in s), {})\n",
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- " comp = next((s.get('sia_components') or {} for s in scenarios if 'sia_components' in s), {})\n",
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- "\n",
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- " if is_alert:\n",
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- " record = flatten_alert_triaging(meta, comp)\n",
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- " else:\n",
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- " record = flatten_sia_dataset(meta, comp)\n",
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- "\n",
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- " out_f.write(json.dumps(record, ensure_ascii=False) + '\\n')\n",
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- " count += 1\n",
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- "\n",
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- " stats[config_name][split_name] = count\n",
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- " print(f' ✓ {out_file.name} — {count} records')\n",
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- "\n",
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- "print('\\nDone!')"
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- ]
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- },
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- {
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- "cell_type": "code",
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- "execution_count": 4,
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- "id": "98ea98c4",
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- "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "══════════════════════════════════════════════════\n",
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- "JSONL EXPORT SUMMARY\n",
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- "══════════════════════════════════════════════════\n",
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- "\n",
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- "alert_triaging_tii:\n",
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- " tp: 100 records → data/alert_triaging_tii_tp.jsonl\n",
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- " fp: 50 records → data/alert_triaging_tii_fp.jsonl\n",
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- "\n",
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- "alert_triaging_cic:\n",
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- " test: 35 records → data/alert_triaging_cic_test.jsonl\n",
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- "\n",
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- "sia_dataset:\n",
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- " test: 25 records → data/sia_dataset_test.jsonl\n",
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- "\n",
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- "Files in data/ folder:\n",
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- " alert_triaging_cic_test.jsonl (40.2 kB)\n",
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- " alert_triaging_tii_fp.jsonl (50.2 kB)\n",
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- " alert_triaging_tii_tp.jsonl (100.3 kB)\n",
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- " sia_dataset_test.jsonl (102.7 kB)\n",
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- "\n",
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- "Next steps:\n",
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- " 1. Delete SIA_Dataset.py from HuggingFace repo\n",
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- " 2. Upload the data/ folder to the ROOT of HuggingFace repo\n",
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- " 3. Upload the updated README.md\n"
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- ]
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- }
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- ],
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- "source": [
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- "# ── Summary ──\n",
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- "print('═' * 50)\n",
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- "print('JSONL EXPORT SUMMARY')\n",
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- "print('═' * 50)\n",
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- "for config, splits in stats.items():\n",
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- " print(f'\\n{config}:')\n",
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- " for split, count in splits.items():\n",
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- " print(f' {split}: {count} records → data/{config}_{split}.jsonl')\n",
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- "\n",
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- "print('\\nFiles in data/ folder:')\n",
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- "for f in sorted(OUT_DIR.iterdir()):\n",
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- " print(f' {f.name} ({f.stat().st_size / 1024:.1f} kB)')\n",
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- "\n",
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- "print('\\nNext steps:')\n",
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- "print(' 1. Delete SIA_Dataset.py from HuggingFace repo')\n",
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- "print(' 2. Upload the data/ folder to the ROOT of HuggingFace repo')\n",
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- "print(' 3. Upload the updated README.md')"
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- ]
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- }
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- ],
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- "metadata": {
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- "kernelspec": {
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- "display_name": "Python 3",
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- "language": "python",
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- "name": "python3"
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- },
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- "language_info": {
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- "name": "python",
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- "version": "3.10.0"
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- }
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- },
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- "nbformat": 4,
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- "nbformat_minor": 5
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- }