refakotorálás előtti állapot
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194
backend/app/workers/monitor_dashboard.py
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194
backend/app/workers/monitor_dashboard.py
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# /app/app/workers/monitor_dashboard.py
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# docker exec sf_api python -m app.workers.monitor_dashboard
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import asyncio
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import os
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import httpx
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import pynvml
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import psutil
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from datetime import datetime, timedelta
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from sqlalchemy import text
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from sqlalchemy.ext.asyncio import create_async_engine
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from rich.console import Console
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from rich.table import Table
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from rich.panel import Panel
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from rich.live import Live
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from rich.layout import Layout
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from rich.text import Text
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from app.core.config import settings
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console = Console()
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# NVIDIA inicializálása
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try:
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pynvml.nvmlInit()
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gpu_available = True
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except Exception:
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gpu_available = False
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async def get_hardware_stats():
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"""Rendszererőforrások: CPU, RAM és GPU"""
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stats = {
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"cpu_usage": psutil.cpu_percent(interval=None),
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"ram_total": psutil.virtual_memory().total // 1024**2,
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"ram_used": psutil.virtual_memory().used // 1024**2,
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"ram_perc": psutil.virtual_memory().percent,
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"gpu": None
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}
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if gpu_available:
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try:
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handle = pynvml.nvmlDeviceGetHandleByIndex(0)
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stats["gpu"] = {
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"name": pynvml.nvmlDeviceGetName(handle),
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"temp": pynvml.nvmlDeviceGetTemperature(handle, pynvml.NVML_TEMPERATURE_GPU),
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"load": pynvml.nvmlDeviceGetUtilizationRates(handle).gpu,
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"vram_total": pynvml.nvmlDeviceGetMemoryInfo(handle).total // 1024**2,
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"vram_used": pynvml.nvmlDeviceGetMemoryInfo(handle).used // 1024**2,
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"power": pynvml.nvmlDeviceGetPowerUsage(handle) / 1000
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}
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except: pass
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return stats
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async def get_ollama_models():
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try:
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async with httpx.AsyncClient(timeout=2.0) as client:
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resp = await client.get("http://ollama:11434/api/ps")
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if resp.status_code == 200:
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return [m['name'] for m in resp.json().get("models", [])]
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except: return ["Ollama Comm Error"]
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return []
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async def get_stats(engine):
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async with engine.connect() as conn:
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# 1. Sebesség adatok
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res_hr = await conn.execute(text("SELECT count(*) FROM data.vehicle_model_definitions WHERE status = 'gold_enriched' AND updated_at > NOW() - INTERVAL '1 hour'"))
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hr_rate = res_hr.scalar() or 0
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res_day = await conn.execute(text("SELECT count(*) FROM data.vehicle_model_definitions WHERE status = 'gold_enriched' AND updated_at > NOW() - INTERVAL '24 hours'"))
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day_rate = res_day.scalar() or 0
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# 2. Pipeline
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res_pipe = await conn.execute(text("""
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SELECT
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(SELECT count(*) FROM data.catalog_discovery WHERE status = 'pending') as r1,
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(SELECT count(*) FROM data.vehicle_model_definitions WHERE status = 'unverified') as r2,
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(SELECT count(*) FROM data.vehicle_model_definitions WHERE status = 'awaiting_ai_synthesis') as r3,
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(SELECT count(*) FROM data.vehicle_model_definitions WHERE status = 'gold_enriched') as r4
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"""))
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r_counts = res_pipe.fetchone()
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# 3. TOP 7
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res_top = await conn.execute(text("SELECT make, count(*) as qty FROM data.vehicle_model_definitions GROUP BY make ORDER BY qty DESC LIMIT 7"))
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top_makes = res_top.fetchall()
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# 4. AKTIVITÁS (3 példány per robot)
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res_r4 = await conn.execute(text("SELECT make, marketing_name FROM data.vehicle_model_definitions WHERE status = 'gold_enriched' ORDER BY updated_at DESC LIMIT 5"))
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res_r3 = await conn.execute(text("SELECT make, marketing_name FROM data.vehicle_model_definitions WHERE status = 'ai_synthesis_in_progress' ORDER BY updated_at DESC LIMIT 5"))
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res_r12 = await conn.execute(text("SELECT make, model FROM data.catalog_discovery WHERE status = 'processing' ORDER BY updated_at DESC LIMIT 5"))
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hw = await get_hardware_stats()
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ai = await get_ollama_models()
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return (hr_rate, day_rate), r_counts, top_makes, (res_r4.fetchall(), res_r3.fetchall(), res_r12.fetchall()), hw, ai
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def make_layout() -> Layout:
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layout = Layout()
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layout.split_column(
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Layout(name="header", size=3),
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Layout(name="main", ratio=1),
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Layout(name="hardware", size=10), # Megnövelt hardver rész
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Layout(name="footer", size=3)
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)
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layout["main"].split_row(
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Layout(name="left", ratio=1),
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Layout(name="right", ratio=2)
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)
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layout["left"].split_column(Layout(name="robot_stats"), Layout(name="inventory"))
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layout["right"].split_column(Layout(name="live_ops"))
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return layout
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def update_dashboard(layout, data):
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rates, r_counts, top_makes, live_data, hw, ai_models = data
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r4_list, r3_list, r12_list = live_data
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# Óra (UTC+1 korrekció)
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local_time = datetime.now() + timedelta(hours=1)
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# HEADER (Változatlan)
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layout["header"].update(Panel(
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f"🛰️ SENTINEL MISSION CONTROL | [bold yellow]{local_time.strftime('%Y-%m-%d %H:%M:%S')}[/] | AI: [green]{rates[0]}[/] /óra — [cyan]{rates[1]}[/] /nap",
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style="bold white on blue"
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))
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# ROBOT PIPELINE
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robot_table = Table(title="🤖 Pipeline Állapot", expand=True, border_style="cyan")
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robot_table.add_column("Robot", style="bold")
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robot_table.add_column("Várakozik", justify="right")
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robot_table.add_row("R1-Hunter", f"{r_counts[0]} db")
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robot_table.add_row("R2-Researcher", f"{r_counts[1]} db")
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robot_table.add_row("R3-Alchemist", f"{r_counts[2]} db")
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robot_table.add_row("R4-Validator", f"{r_counts[3]} db")
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layout["robot_stats"].update(robot_table)
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# TOP MÁRKÁK
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brand_table = Table(title="🚜 Top 7 Márka", expand=True, border_style="magenta")
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brand_table.add_column("Márka", style="yellow")
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brand_table.add_column("db", justify="right")
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for m, q in top_makes: brand_table.add_row(m, str(q))
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layout["inventory"].update(brand_table)
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# LIVE OPS (Bővítve 5-5 példányra)
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ops_table = Table(title="⚡ Aktuális Folyamatok (Utolsó 3/robot)", expand=True, border_style="green")
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ops_table.add_column("Robot", width=15)
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ops_table.add_column("Márka / Típus")
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for r in r4_list: ops_table.add_row("[gold1]R4-VALIDATOR[/]", f"{r[0]} {r[1] or ''}")
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ops_table.add_section()
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for r in r3_list: ops_table.add_row("[medium_purple1]R3-ALCHEMIST[/]", f"{r[0]} {r[1] or ''}")
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ops_table.add_section()
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for r in r12_list: ops_table.add_row("[sky_blue1]R1-HUNTER[/]", f"{r[0]} {r[1] or ''}")
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layout["live_ops"].update(ops_table)
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# HARDWARE & AI (3 OSZLOPOS ELRENDEZÉS)
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hw_layout = Layout()
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hw_layout.split_row(Layout(name="sys"), Layout(name="gpu"), Layout(name="ai"))
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# 1. Rendszer (CPU/RAM)
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sys_info = (
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f"[bold]CPU Terhelés:[/] [bright_blue]{hw['cpu_usage']}%[/]\n"
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f"[bold]RAM Használat:[/] [bright_magenta]{hw['ram_perc']}%[/]\n"
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f"({hw['ram_used']} / {hw['ram_total']} MB)"
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)
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hw_layout["sys"].update(Panel(sys_info, title="💻 System Resources", border_style="bright_blue"))
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# 2. GPU
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if hw["gpu"]:
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g = hw["gpu"]
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gpu_info = (
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f"[bold]{g['name']}[/]\n"
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f"Load: [green]{g['load']}%[/] | Temp: {g['temp']}°C\n"
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f"VRAM: {g['vram_used']} / {g['vram_total']} MB"
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)
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else:
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gpu_info = "[red]NVIDIA GPU not detected[/]"
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hw_layout["gpu"].update(Panel(gpu_info, title="🔌 GPU Monitor", border_style="orange3"))
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# 3. AI Models
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ai_info = "[bold]In Memory (VRAM):[/]\n" + ("\n".join([f"🧠 {m}" for m in ai_models]) if ai_models else "No active models.")
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hw_layout["ai"].update(Panel(ai_info, title="🤖 AI Stack", border_style="plum1"))
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layout["hardware"].update(hw_layout)
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layout["footer"].update(Panel(f"Sentinel v2.5 | Kernel: Stabil | Heartbeat: OK", style="italic grey50"))
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async def main():
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engine = create_async_engine(settings.DATABASE_URL)
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layout = make_layout()
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with Live(layout, refresh_per_second=1, screen=True):
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while True:
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try:
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data = await get_stats(engine)
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update_dashboard(layout, data)
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except: pass
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await asyncio.sleep(2)
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if __name__ == "__main__":
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asyncio.run(main())
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