mirror of
https://github.com/mblanke/StrikePackageGPT.git
synced 2026-03-01 14:20:21 -05:00
- Progress bar shows X/255 (or calculated range size) - Percentage display during scan - Currently scanning IP shown in real-time - Live host count as hosts are discovered - Remaining hosts counter - Faster polling (2s instead of 5s) for smoother updates - Backend calculates total hosts from CIDR or range notation - Parse nmap --stats-every output for progress info
771 lines
26 KiB
Python
771 lines
26 KiB
Python
"""
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StrikePackageGPT Dashboard
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Web interface for security analysis and LLM-powered penetration testing assistant.
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"""
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from fastapi import FastAPI, Request, HTTPException, WebSocket, WebSocketDisconnect
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from fastapi.responses import HTMLResponse
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from fastapi.staticfiles import StaticFiles
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from fastapi.templating import Jinja2Templates
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel, Field
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from typing import Optional, Dict, Any, List
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import httpx
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import os
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import json
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app = FastAPI(
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title="StrikePackageGPT Dashboard",
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description="Web interface for AI-powered security analysis",
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version="0.2.0"
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)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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# Configuration
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HACKGPT_API_URL = os.getenv("HACKGPT_API_URL", "http://strikepackage-hackgpt-api:8001")
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LLM_ROUTER_URL = os.getenv("LLM_ROUTER_URL", "http://strikepackage-llm-router:8000")
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KALI_EXECUTOR_URL = os.getenv("KALI_EXECUTOR_URL", "http://strikepackage-kali-executor:8002")
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# Static files
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app.mount("/static", StaticFiles(directory="static"), name="static")
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# Templates
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templates = Jinja2Templates(directory="templates")
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class ChatMessage(BaseModel):
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message: str
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session_id: Optional[str] = None
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provider: str = "ollama"
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model: str = "llama3.2"
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context: Optional[str] = None
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class PhaseChatMessage(BaseModel):
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message: str
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phase: str
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provider: str = "ollama"
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model: str = "llama3.2"
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findings: List[Dict[str, Any]] = Field(default_factory=list)
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class AttackChainRequest(BaseModel):
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findings: List[Dict[str, Any]]
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provider: str = "ollama"
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model: str = "llama3.2"
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class CommandRequest(BaseModel):
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command: str
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timeout: int = Field(default=300, ge=1, le=3600)
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working_dir: str = "/workspace"
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class ScanRequest(BaseModel):
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tool: str
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target: str
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scan_type: Optional[str] = None
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options: Dict[str, Any] = Field(default_factory=dict)
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class NetworkScanRequest(BaseModel):
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target: str
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scan_type: str = "os" # ping, quick, os, full
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@app.get("/health")
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async def health_check():
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"""Health check endpoint"""
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return {"status": "healthy", "service": "dashboard"}
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@app.get("/", response_class=HTMLResponse)
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async def index(request: Request):
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"""Main dashboard page"""
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return templates.TemplateResponse("index.html", {"request": request})
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@app.get("/terminal", response_class=HTMLResponse)
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async def terminal_page(request: Request):
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"""Terminal page"""
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return templates.TemplateResponse("terminal.html", {"request": request})
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@app.get("/api/status")
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async def get_services_status():
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"""Get status of all backend services"""
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services = {}
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service_checks = [
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("llm-router", f"{LLM_ROUTER_URL}/health"),
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("hackgpt-api", f"{HACKGPT_API_URL}/health"),
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("kali-executor", f"{KALI_EXECUTOR_URL}/health"),
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]
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async with httpx.AsyncClient() as client:
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for name, url in service_checks:
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try:
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response = await client.get(url, timeout=5.0)
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services[name] = response.status_code == 200
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except:
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services[name] = False
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return {"services": services}
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@app.get("/api/processes")
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async def get_running_processes():
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"""Get running security processes in Kali container"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{KALI_EXECUTOR_URL}/processes", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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return {"running_processes": [], "count": 0}
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except:
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return {"running_processes": [], "count": 0}
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@app.get("/api/providers")
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async def get_providers():
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"""Get available LLM providers"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{LLM_ROUTER_URL}/providers", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail="Failed to get providers")
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="LLM Router not available")
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@app.get("/api/tools")
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async def get_tools():
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"""Get available security tools"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{HACKGPT_API_URL}/tools", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail="Failed to get tools")
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.post("/api/chat")
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async def chat(message: ChatMessage):
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"""Send chat message to HackGPT API"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/chat",
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json=message.model_dump(),
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timeout=120.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.post("/api/chat/phase")
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async def phase_chat(message: PhaseChatMessage):
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"""Send phase-aware chat message to HackGPT API"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/chat/phase",
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json=message.model_dump(),
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timeout=120.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.post("/api/attack-chains")
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async def analyze_attack_chains(request: AttackChainRequest):
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"""Analyze findings to identify attack chains"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/attack-chains",
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json=request.model_dump(),
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timeout=120.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.post("/api/analyze")
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async def analyze(request: Request):
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"""Start security analysis"""
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data = await request.json()
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/analyze",
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json=data,
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timeout=30.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.get("/api/task/{task_id}")
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async def get_task(task_id: str):
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"""Get task status"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{HACKGPT_API_URL}/task/{task_id}", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.post("/api/suggest-command")
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async def suggest_command(message: ChatMessage):
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"""Get AI-suggested security commands"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/suggest-command",
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json=message.model_dump(),
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timeout=60.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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# ============== Command Execution ==============
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@app.post("/api/execute")
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async def execute_command(request: CommandRequest):
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"""Execute a command in the Kali container"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/execute",
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json=request.model_dump(),
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timeout=float(request.timeout + 30)
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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except httpx.TimeoutException:
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raise HTTPException(status_code=504, detail="Command execution timed out")
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# ============== Scan Management ==============
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@app.post("/api/scan")
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async def start_scan(request: ScanRequest):
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"""Start a security scan"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/scan",
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json=request.model_dump(),
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timeout=30.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.get("/api/scan/{scan_id}")
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async def get_scan_result(scan_id: str):
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"""Get scan results"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{HACKGPT_API_URL}/scan/{scan_id}", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.get("/api/scans")
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async def list_scans():
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"""List all scans"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{HACKGPT_API_URL}/scans", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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@app.delete("/api/scans/clear")
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async def clear_scans():
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"""Clear all scan history"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.delete(f"{HACKGPT_API_URL}/scans/clear", timeout=10.0)
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if response.status_code == 200:
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return {"status": "cleared"}
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# If backend doesn't support clear, return success anyway
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return {"status": "cleared"}
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except httpx.ConnectError:
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# Return success even if backend is unavailable
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return {"status": "cleared"}
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@app.post("/api/ai-scan")
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async def ai_scan(message: ChatMessage):
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"""AI-assisted scanning"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/ai-scan",
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json=message.model_dump(),
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timeout=120.0
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)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="HackGPT API not available")
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# ============== Kali Container Info ==============
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@app.get("/api/kali/info")
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async def get_kali_info():
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"""Get Kali container information"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{KALI_EXECUTOR_URL}/container/info", timeout=10.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="Kali executor not available")
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@app.get("/api/kali/tools")
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async def get_kali_tools():
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"""Get installed tools in Kali container"""
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try:
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async with httpx.AsyncClient() as client:
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response = await client.get(f"{KALI_EXECUTOR_URL}/tools", timeout=30.0)
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if response.status_code == 200:
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return response.json()
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raise HTTPException(status_code=response.status_code, detail=response.text)
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except httpx.ConnectError:
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raise HTTPException(status_code=503, detail="Kali executor not available")
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# ============== Network Map Endpoints ==============
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# In-memory store for network scan results
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network_scans = {}
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network_hosts = []
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@app.post("/api/network/scan")
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async def start_network_scan(request: NetworkScanRequest):
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"""Start a network range scan for OS detection"""
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import uuid
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scan_id = str(uuid.uuid4())[:8]
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# Calculate total hosts in target range
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total_hosts = calculate_target_hosts(request.target)
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# Build nmap command based on scan type
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# Use --stats-every to get progress updates
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scan_commands = {
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"ping": f"nmap -sn {request.target} -oX - --stats-every 2s",
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"quick": f"nmap -T4 -F -O --osscan-limit {request.target} -oX - --stats-every 2s",
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"os": f"nmap -O -sV --version-light {request.target} -oX - --stats-every 2s",
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"full": f"nmap -sS -sV -O -p- --version-all {request.target} -oX - --stats-every 2s"
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}
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command = scan_commands.get(request.scan_type, scan_commands["os"])
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network_scans[scan_id] = {
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"scan_id": scan_id,
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"target": request.target,
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"scan_type": request.scan_type,
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"status": "running",
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"hosts": [],
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"command": command,
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"progress": {
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"total": total_hosts,
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"scanned": 0,
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"current_ip": "",
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"hosts_found": 0,
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"percent": 0
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}
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}
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# Execute scan asynchronously with progress tracking
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import asyncio
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asyncio.create_task(execute_network_scan_with_progress(scan_id, command, request.target))
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return {"scan_id": scan_id, "status": "running", "total_hosts": total_hosts}
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def calculate_target_hosts(target: str) -> int:
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"""Calculate the number of hosts in a target specification"""
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import ipaddress
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# Handle CIDR notation
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if '/' in target:
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try:
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network = ipaddress.ip_network(target, strict=False)
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return network.num_addresses - 2 # Subtract network and broadcast
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except ValueError:
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pass
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# Handle range notation (e.g., 192.168.1.1-50)
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if '-' in target:
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try:
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parts = target.rsplit('.', 1)
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if len(parts) == 2:
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range_part = parts[1]
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if '-' in range_part:
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start, end = range_part.split('-')
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return int(end) - int(start) + 1
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except (ValueError, IndexError):
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pass
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# Single host
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return 1
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async def execute_network_scan_with_progress(scan_id: str, command: str, target: str):
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"""Execute network scan with progress tracking"""
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global network_hosts
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try:
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# Use streaming execution if available, otherwise batch
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async with httpx.AsyncClient() as client:
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response = await client.post(
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f"{HACKGPT_API_URL}/execute",
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json={"command": command, "timeout": 600},
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timeout=610.0
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)
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if response.status_code == 200:
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result = response.json()
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stdout = result.get("stdout", "")
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# Parse progress from nmap stats output
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progress_info = parse_nmap_progress(stdout)
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if progress_info:
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network_scans[scan_id]["progress"].update(progress_info)
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# Parse nmap XML output for hosts
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hosts = parse_nmap_xml(stdout)
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network_scans[scan_id]["status"] = "completed"
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network_scans[scan_id]["hosts"] = hosts
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network_scans[scan_id]["progress"]["scanned"] = network_scans[scan_id]["progress"]["total"]
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network_scans[scan_id]["progress"]["hosts_found"] = len(hosts)
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network_scans[scan_id]["progress"]["percent"] = 100
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# Update global host list
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for host in hosts:
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existing = next((h for h in network_hosts if h["ip"] == host["ip"]), None)
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if existing:
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existing.update(host)
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else:
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network_hosts.append(host)
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else:
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network_scans[scan_id]["status"] = "failed"
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network_scans[scan_id]["error"] = response.text
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except Exception as e:
|
|
network_scans[scan_id]["status"] = "failed"
|
|
network_scans[scan_id]["error"] = str(e)
|
|
|
|
|
|
def parse_nmap_progress(output: str) -> dict:
|
|
"""Parse nmap stats output for progress information"""
|
|
import re
|
|
|
|
progress = {}
|
|
|
|
# Look for stats lines like: "Stats: 0:00:45 elapsed; 50 hosts completed (10 up), 5 undergoing..."
|
|
stats_pattern = r'Stats:.*?(\d+)\s+hosts?\s+completed.*?(\d+)\s+up'
|
|
match = re.search(stats_pattern, output, re.IGNORECASE)
|
|
if match:
|
|
progress['scanned'] = int(match.group(1))
|
|
progress['hosts_found'] = int(match.group(2))
|
|
|
|
# Look for percentage: "About 45.00% done"
|
|
percent_pattern = r'About\s+([\d.]+)%\s+done'
|
|
match = re.search(percent_pattern, output, re.IGNORECASE)
|
|
if match:
|
|
progress['percent'] = float(match.group(1))
|
|
|
|
# Look for current scan target
|
|
current_pattern = r'Scanning\s+([^\s\[]+)'
|
|
match = re.search(current_pattern, output)
|
|
if match:
|
|
progress['current_ip'] = match.group(1)
|
|
|
|
return progress
|
|
|
|
|
|
def parse_nmap_xml(xml_output: str) -> List[Dict[str, Any]]:
|
|
"""Parse nmap XML output to extract hosts with OS info"""
|
|
import re
|
|
hosts = []
|
|
|
|
# Try XML parsing first
|
|
try:
|
|
import xml.etree.ElementTree as ET
|
|
|
|
# Handle case where XML might have non-XML content before it
|
|
xml_start = xml_output.find('<?xml')
|
|
if xml_start == -1:
|
|
xml_start = xml_output.find('<nmaprun')
|
|
if xml_start != -1:
|
|
xml_output = xml_output[xml_start:]
|
|
|
|
root = ET.fromstring(xml_output)
|
|
|
|
for host_elem in root.findall('.//host'):
|
|
if host_elem.find("status").get("state") != "up":
|
|
continue
|
|
|
|
host = {
|
|
"ip": "",
|
|
"hostname": "",
|
|
"mac": "",
|
|
"vendor": "",
|
|
"os_type": "",
|
|
"os_details": "",
|
|
"ports": []
|
|
}
|
|
|
|
# Get IP address
|
|
addr = host_elem.find("address[@addrtype='ipv4']")
|
|
if addr is not None:
|
|
host["ip"] = addr.get("addr", "")
|
|
|
|
# Get MAC address
|
|
mac = host_elem.find("address[@addrtype='mac']")
|
|
if mac is not None:
|
|
host["mac"] = mac.get("addr", "")
|
|
host["vendor"] = mac.get("vendor", "")
|
|
|
|
# Get hostname
|
|
hostname = host_elem.find(".//hostname")
|
|
if hostname is not None:
|
|
host["hostname"] = hostname.get("name", "")
|
|
|
|
# Get OS info
|
|
os_elem = host_elem.find(".//osmatch")
|
|
if os_elem is not None:
|
|
os_name = os_elem.get("name", "")
|
|
host["os_details"] = os_name
|
|
host["os_type"] = detect_os_type(os_name)
|
|
else:
|
|
# Try osclass
|
|
osclass = host_elem.find(".//osclass")
|
|
if osclass is not None:
|
|
osfamily = osclass.get("osfamily", "")
|
|
host["os_type"] = detect_os_type(osfamily)
|
|
host["os_details"] = f"{osfamily} {osclass.get('osgen', '')}"
|
|
|
|
# Get ports
|
|
for port_elem in host_elem.findall(".//port"):
|
|
port_info = {
|
|
"port": int(port_elem.get("portid", 0)),
|
|
"protocol": port_elem.get("protocol", "tcp"),
|
|
"state": port_elem.find("state").get("state", "") if port_elem.find("state") is not None else "",
|
|
"service": ""
|
|
}
|
|
service = port_elem.find("service")
|
|
if service is not None:
|
|
port_info["service"] = service.get("name", "")
|
|
port_info["product"] = service.get("product", "")
|
|
port_info["version"] = service.get("version", "")
|
|
|
|
# Use service info to help detect OS
|
|
if not host["os_type"]:
|
|
product = service.get("product", "").lower()
|
|
if "microsoft" in product or "windows" in product:
|
|
host["os_type"] = "Windows"
|
|
elif "apache" in product or "nginx" in product:
|
|
if not host["os_type"]:
|
|
host["os_type"] = "Linux"
|
|
|
|
if port_info["state"] == "open":
|
|
host["ports"].append(port_info)
|
|
|
|
# Infer OS from ports if still unknown
|
|
if not host["os_type"]:
|
|
host["os_type"] = infer_os_from_ports(host["ports"])
|
|
|
|
if host["ip"]:
|
|
hosts.append(host)
|
|
|
|
except Exception as e:
|
|
# Fallback: parse text output
|
|
print(f"XML parsing failed: {e}, falling back to text parsing")
|
|
hosts = parse_nmap_text(xml_output)
|
|
|
|
return hosts
|
|
|
|
|
|
def detect_os_type(os_string: str) -> str:
|
|
"""Detect OS type from nmap OS string"""
|
|
if not os_string:
|
|
return ""
|
|
os_lower = os_string.lower()
|
|
|
|
if "windows" in os_lower:
|
|
return "Windows"
|
|
elif "linux" in os_lower or "ubuntu" in os_lower or "debian" in os_lower or "centos" in os_lower or "red hat" in os_lower:
|
|
return "Linux"
|
|
elif "mac os" in os_lower or "darwin" in os_lower or "apple" in os_lower or "ios" in os_lower:
|
|
return "macOS"
|
|
elif "cisco" in os_lower:
|
|
return "Cisco Router"
|
|
elif "juniper" in os_lower:
|
|
return "Juniper Router"
|
|
elif "fortinet" in os_lower or "fortigate" in os_lower:
|
|
return "Fortinet"
|
|
elif "vmware" in os_lower or "esxi" in os_lower:
|
|
return "VMware Server"
|
|
elif "freebsd" in os_lower:
|
|
return "FreeBSD"
|
|
elif "android" in os_lower:
|
|
return "Android"
|
|
elif "printer" in os_lower or "hp" in os_lower:
|
|
return "Printer"
|
|
elif "switch" in os_lower:
|
|
return "Network Switch"
|
|
elif "router" in os_lower:
|
|
return "Router"
|
|
|
|
return ""
|
|
|
|
|
|
def infer_os_from_ports(ports: List[Dict]) -> str:
|
|
"""Infer OS type from open ports"""
|
|
port_nums = [p["port"] for p in ports]
|
|
services = [p.get("service", "").lower() for p in ports]
|
|
products = [p.get("product", "").lower() for p in ports]
|
|
|
|
# Windows indicators
|
|
windows_ports = {135, 139, 445, 3389, 5985, 5986}
|
|
if windows_ports & set(port_nums):
|
|
return "Windows"
|
|
if any("microsoft" in p or "windows" in p for p in products):
|
|
return "Windows"
|
|
|
|
# Linux indicators
|
|
if 22 in port_nums and "ssh" in services:
|
|
return "Linux"
|
|
|
|
# Network device indicators
|
|
if 161 in port_nums or 162 in port_nums: # SNMP
|
|
return "Network Device"
|
|
|
|
# Printer
|
|
if 9100 in port_nums or 631 in port_nums:
|
|
return "Printer"
|
|
|
|
return ""
|
|
|
|
|
|
def parse_nmap_text(output: str) -> List[Dict[str, Any]]:
|
|
"""Parse nmap text output as fallback"""
|
|
import re
|
|
hosts = []
|
|
current_host = None
|
|
|
|
for line in output.split('\n'):
|
|
# Match host line
|
|
host_match = re.search(r'Nmap scan report for (?:(\S+) \()?(\d+\.\d+\.\d+\.\d+)', line)
|
|
if host_match:
|
|
if current_host and current_host.get("ip"):
|
|
hosts.append(current_host)
|
|
current_host = {
|
|
"ip": host_match.group(2),
|
|
"hostname": host_match.group(1) or "",
|
|
"os_type": "",
|
|
"os_details": "",
|
|
"ports": [],
|
|
"mac": "",
|
|
"vendor": ""
|
|
}
|
|
continue
|
|
|
|
if current_host:
|
|
# Match MAC
|
|
mac_match = re.search(r'MAC Address: ([0-9A-F:]+) \(([^)]+)\)', line)
|
|
if mac_match:
|
|
current_host["mac"] = mac_match.group(1)
|
|
current_host["vendor"] = mac_match.group(2)
|
|
|
|
# Match port
|
|
port_match = re.search(r'(\d+)/(tcp|udp)\s+(\w+)\s+(\S+)', line)
|
|
if port_match:
|
|
current_host["ports"].append({
|
|
"port": int(port_match.group(1)),
|
|
"protocol": port_match.group(2),
|
|
"state": port_match.group(3),
|
|
"service": port_match.group(4)
|
|
})
|
|
|
|
# Match OS
|
|
os_match = re.search(r'OS details?: (.+)', line)
|
|
if os_match:
|
|
current_host["os_details"] = os_match.group(1)
|
|
current_host["os_type"] = detect_os_type(os_match.group(1))
|
|
|
|
if current_host and current_host.get("ip"):
|
|
hosts.append(current_host)
|
|
|
|
return hosts
|
|
|
|
|
|
@app.get("/api/network/scan/{scan_id}")
|
|
async def get_network_scan(scan_id: str):
|
|
"""Get network scan status and results"""
|
|
if scan_id not in network_scans:
|
|
raise HTTPException(status_code=404, detail="Scan not found")
|
|
return network_scans[scan_id]
|
|
|
|
|
|
@app.get("/api/network/hosts")
|
|
async def get_network_hosts():
|
|
"""Get all discovered network hosts"""
|
|
return {"hosts": network_hosts}
|
|
|
|
|
|
if __name__ == "__main__":
|
|
import uvicorn
|
|
uvicorn.run(app, host="0.0.0.0", port=8080) |