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Update app.py
Browse files
app.py
CHANGED
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"""
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Eroha v6.
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"""
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import asyncio
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import psutil
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import gradio as gr
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from fastapi import FastAPI, Request
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from slowapi import Limiter, _rate_limit_exceeded_handler
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from slowapi.errors import RateLimitExceeded
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from gradio.routes import mount_gradio_app
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from contextlib import asynccontextmanager
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# βββββββββββββββββββββββββββββββ
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# 1οΈβ£
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# βββββββββββββββββββββββββββββββ
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state = {"cpu": 0.0, "ram": 0.0, "timestamp": 0.0}
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# βββββββββββββββββββββββββββββββ
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#
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# βββββββββββββββββββββββββββββββ
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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stop_event = asyncio.Event()
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async def background_metrics():
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while not stop_event.is_set():
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try:
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state["timestamp"] = asyncio.get_event_loop().time()
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except Exception as e:
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print(f"[Metrics]
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await asyncio.sleep(
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task = asyncio.create_task(background_metrics())
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yield #
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stop_event.set()
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await asyncio.gather(task, return_exceptions=True)
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# βββββββββββββββββββββββββββββββ
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#
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# βββββββββββββββββββββββββββββββ
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app = FastAPI(title="Eroha v6.
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limiter = Limiter(key_func=get_remote_address)
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app.state.limiter = limiter
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app.add_exception_handler(RateLimitExceeded, _rate_limit_exceeded_handler)
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@app.get("/health")
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async def health():
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return {"status": "ok", "uptime": state["timestamp"]}
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@app.get("/metrics")
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async def
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return state
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@app.post("/inference")
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@limiter.limit("10/minute")
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async def inference(request: Request):
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data = await request.json()
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prompt = data.get("prompt", "")
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#
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await asyncio.sleep(0.1)
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return {"reply": f"Echo: {prompt[:120]}", "stats": state}
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# βββββββββοΏ½οΏ½οΏ½βββββββββββββββββββββ
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#
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# βββββββββββββββββββββββββββββββ
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with gr.Row():
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inp = gr.Textbox(label="Prompt")
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out = gr.Textbox(label="Response")
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gr.Button("Send").click(lambda x: f"Echo: {x}", inputs=inp, outputs=out)
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gr.Markdown("### π Live Metrics (5s refresh)")
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cpu_box = gr.Number(label="CPU %")
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ram_box = gr.Number(label="RAM %")
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demo.load(lambda: (state["cpu"], state["ram"]), outputs=[cpu_box, ram_box], every=5)
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import httpx
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# 4οΈβ£b Health Status Checker
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async def check_health():
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"""ΠΡΠΎΠ²Π΅ΡΠΊΠ° ΡΠΎΡΡΠΎΡΠ½ΠΈΡ API."""
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try:
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async with httpx.AsyncClient(timeout=
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resp = await client.get("http://localhost:7860/health")
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if resp.status_code == 200
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return "
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except
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pass
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return "
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# ΠΠΎΠ±Π°Π²Π»ΡΠ΅ΠΌ Π² ΠΈΠ½ΡΠ΅ΡΡΠ΅ΠΉΡ Gradio
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with gr.Blocks(title="Eroha v6.4.5 Dashboard") as demo:
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gr.Markdown("## βοΈ Eroha v6.4.5 β Stable Health Edition")
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with gr.Row():
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inp = gr.Textbox(label="Prompt")
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btn = gr.Button("Send")
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out = gr.Textbox(label="Response")
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gr.
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return "<div style='color:red;font-size:20px;'>π΄ OFFLINE</div>"
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# ΠΠ²ΡΠΎΠΎΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΈΠ΅ ΡΡΠ°ΡΡΡΠ° API ΠΊΠ°ΠΆΠ΄ΡΠ΅ 5 ΡΠ΅ΠΊΡΠ½Π΄
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demo.load(check_health_ui, outputs=[health_indicator], every=5)
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# π Live Metrics (5s refresh)
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gr.Markdown("### π Live Metrics (5s refresh)")
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cpu_box = gr.Number(label="CPU %")
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ram_box = gr.Number(label="RAM %")
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# ΠΠ²ΡΠΎΠΎΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΈΠ΅ ΠΌΠ΅ΡΡΠΈΠΊ
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demo.load(lambda: (state["cpu"], state["ram"]), outputs=[cpu_box, ram_box], every=5)
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# βββββββββββββββββββββββββββββββ
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#
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# βββββββββββββββββββββββββββββββ
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app = mount_gradio_app(app, demo, path="/")
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# No explicit uvicorn.run β HF Spaces handles launch automatically.
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# βββββββββββββββββββββββββββββββ
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# 6οΈβ£ Entrypoint Π΄Π»Ρ Hugging Face & Local
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# βββββββββββββββββββββββββββββββ
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if __name__ == "__main__":
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import uvicorn
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# ΠΠ°ΠΆΠ½ΠΎ: οΏ½οΏ½ΡΠΏΠΎΠ»ΡΠ·ΡΠ΅ΠΌ ΡΡΡΠΎΠΊΡ "app:app" Π΄Π»Ρ ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΠΈ reload ΠΈ ΠΊΠΎΡΡΠ΅ΠΊΡΠ½ΠΎΠΉ ΡΠ°Π±ΠΎΡΡ lifespan
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uvicorn.run(app, host="0.0.0.0", port=7860)
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"""
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Eroha v6.5 β Hybrid Enterprise Edition
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--------------------------------------
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Features: Async Lifespan, Prometheus Metrics, Proxy-Aware Limiter,
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Stable Health Monitor, and Gradio Dashboard.
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"""
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import asyncio
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import psutil
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import httpx
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import gradio as gr
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from fastapi import FastAPI, Request
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from slowapi import Limiter, _rate_limit_exceeded_handler
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from slowapi.errors import RateLimitExceeded
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from gradio.routes import mount_gradio_app
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from contextlib import asynccontextmanager
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from prometheus_client import make_asgi_app, Counter, Gauge
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# βββββββββββββββββββββββββββββββ
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# 1οΈβ£ Enterprise Metrics & State
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# βββββββββββββββββββββββββββββββ
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# ΠΠ΅ΡΡΠΈΠΊΠΈ Π΄Π»Ρ Π²Π½Π΅ΡΠ½ΠΈΡ
ΡΠΈΡΡΠ΅ΠΌ (Prometheus/Grafana)
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REQ_COUNT = Counter("api_requests_total", "Total requests", ["method", "endpoint"])
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SYS_USAGE = Gauge("system_usage_percent", "System metrics", ["resource"])
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# ΠΠΎΠΊΠ°Π»ΡΠ½ΡΠΉ ΡΡΠ΅ΠΉΡ Π΄Π»Ρ Gradio UI
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state = {"cpu": 0.0, "ram": 0.0, "timestamp": 0.0}
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# βββββββββββββββββββββββββββββββ
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# 2οΈβ£ Proxy-Aware Real IP Limiter
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# βββββββββββββββββββββββββββββββ
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def get_real_ip(request: Request):
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"""ΠΠ·Π²Π»Π΅ΠΊΠ°Π΅Ρ ΡΠ΅Π°Π»ΡΠ½ΡΠΉ IP ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Ρ Π·Π° ΠΏΡΠΎΠΊΡΠΈ (Hugging Face/Nginx)."""
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forwarded = request.headers.get("x-forwarded-for")
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if forwarded:
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return forwarded.split(",")[0]
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return request.client.host
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limiter = Limiter(key_func=get_real_ip)
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# βββββββββββββββββββββββββββββββ
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# 3οΈβ£ Lifespan Manager (Resource Control)
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# βββββββββββββββββββββββββββββββ
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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stop_event = asyncio.Event()
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async def background_metrics():
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"""Π€ΠΎΠ½ΠΎΠ²ΡΠΉ ΡΠΈΠΊΠ» ΡΠ±ΠΎΡΠ° Π΄Π°Π½Π½ΡΡ
(Π±Π΅Π· ΠΏΠΎΡΠΎΠΊΠΎΠ²)."""
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while not stop_event.is_set():
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try:
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cpu = psutil.cpu_percent()
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ram = psutil.virtual_memory().percent
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# ΠΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΈΠ΅ Π΄Π»Ρ UI
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state["cpu"], state["ram"] = cpu, ram
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state["timestamp"] = asyncio.get_event_loop().time()
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# ΠΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΈΠ΅ Π΄Π»Ρ Prometheus
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SYS_USAGE.labels(resource="cpu").set(cpu)
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SYS_USAGE.labels(resource="ram").set(ram)
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except Exception as e:
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print(f"[Metrics Error] {e}")
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await asyncio.sleep(15) # ΠΠ½ΡΠ΅ΡΠ²Π°Π» Π΄Π»Ρ Production
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task = asyncio.create_task(background_metrics())
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yield # ΠΠ΄Π΅ΡΡ ΡΠ°Π±ΠΎΡΠ°Π΅Ρ ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅
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stop_event.set()
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await asyncio.gather(task, return_exceptions=True)
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# βββββββββββββββββββββββββββββββ
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# 4οΈβ£ FastAPI Core Setup
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# βββββββββββββββββββββββββββββββ
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app = FastAPI(title="Eroha v6.5 Enterprise", lifespan=lifespan)
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app.state.limiter = limiter
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app.add_exception_handler(RateLimitExceeded, _rate_limit_exceeded_handler)
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# ΠΠΎΠ½ΡΠΈΡΡΠ΅ΠΌ ΡΠ½Π΄ΠΏΠΎΠΈΠ½Ρ Π΄Π»Ρ Prometheus
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metrics_app = make_asgi_app()
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app.mount("/metrics/prom", metrics_app)
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@app.get("/health")
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async def health():
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return {"status": "ok", "uptime": state["timestamp"]}
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@app.get("/metrics")
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async def get_json_metrics():
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"""ΠΠ»Ρ ΠΎΠ±ΡΠ°ΡΠ½ΠΎΠΉ ΡΠΎΠ²ΠΌΠ΅ΡΡΠΈΠΌΠΎΡΡΠΈ Ρ ΠΏΡΠΎΡΡΡΠΌΠΈ ΡΠ΅ΠΊΠ΅ΡΠ°ΠΌΠΈ."""
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return state
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@app.post("/inference")
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@limiter.limit("10/minute")
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async def inference(request: Request):
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REQ_COUNT.labels(method="POST", endpoint="/inference").inc()
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data = await request.json()
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prompt = data.get("prompt", "")
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await asyncio.sleep(0.1) # ΠΠΌΠΈΡΠ°ΡΠΈΡ ΡΠ°Π±ΠΎΡΡ ΠΌΠΎΠ΄Π΅Π»ΠΈ
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return {"reply": f"Echo: {prompt[:120]}", "stats": state}
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# βββββββββοΏ½οΏ½οΏ½βββββββββββββββββββββ
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# 5οΈβ£ Gradio Interface (UI)
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# βββββββββββββββββββββββββββββββ
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async def check_health_ui():
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"""ΠΡΠΎΠ²Π΅ΡΠΊΠ° Π΄ΠΎΡΡΡΠΏΠ½ΠΎΡΡΠΈ API ΡΠ΅ΡΠ΅Π· ΠΏΠ΅ΡΠ»Ρ (Self-health check)."""
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try:
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async with httpx.AsyncClient(timeout=1) as client:
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resp = await client.get("http://localhost:7860/health")
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if resp.status_code == 200:
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return "<div style='color:lime;font-size:18px;'>π’ API ONLINE</div>"
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except:
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pass
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return "<div style='color:red;font-size:18px;'>π΄ API OFFLINE</div>"
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with gr.Blocks(title="Eroha v6.5 Dashboard", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# βοΈ Eroha v6.5 β Hybrid Enterprise")
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with gr.Row():
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health_status = gr.HTML("<div style='font-size:18px;'>π‘ Checking...</div>")
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with gr.Tabs():
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with gr.TabItem("Inference"):
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with gr.Row():
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inp = gr.Textbox(label="Input Prompt", placeholder="Type here...")
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out = gr.Textbox(label="Model Response")
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btn = gr.Button("Run Inference", variant="primary")
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btn.click(lambda x: f"Processed: {x}", inputs=inp, outputs=out)
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with gr.TabItem("System Monitor"):
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gr.Markdown("### π Real-time Resource Usage")
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with gr.Row():
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cpu_box = gr.Number(label="CPU %")
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ram_box = gr.Number(label="RAM %")
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gr.Markdown("> Metrics are also exported to `/metrics/prom` for Prometheus.")
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# ΠΠ²ΡΠΎ-ΠΎΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΈΠ΅ UI ΠΊΠ°ΠΆΠ΄ΡΠ΅ 5 ΡΠ΅ΠΊΡΠ½Π΄
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demo.load(check_health_ui, outputs=[health_status], every=5)
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demo.load(lambda: (state["cpu"], state["ram"]), outputs=[cpu_box, ram_box], every=5)
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# βββββββββββββββββββββββββββββββ
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+
# 6οΈβ£ Mounting & Launch
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# βββββββββββββββββββββββββββββββ
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app = mount_gradio_app(app, demo, path="/")
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=7860)
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