Update app.py
Browse files
app.py
CHANGED
|
@@ -3,69 +3,91 @@ import time
|
|
| 3 |
import pandas as pd
|
| 4 |
import gradio as gr
|
| 5 |
from fastapi import FastAPI
|
|
|
|
| 6 |
|
| 7 |
-
# ===== FASTAPI BACKEND =====
|
| 8 |
app = FastAPI()
|
| 9 |
|
| 10 |
URL = "https://histdatafeed.vps.com.vn/tradingview/history"
|
| 11 |
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
|
| 23 |
-
|
| 24 |
-
"
|
| 25 |
-
"open": data["o"],
|
| 26 |
-
"high": data["h"],
|
| 27 |
-
"low": data["l"],
|
| 28 |
-
"close": data["c"],
|
| 29 |
-
"volume": data["v"]
|
| 30 |
-
})
|
| 31 |
|
| 32 |
-
|
|
|
|
|
|
|
| 33 |
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
| 35 |
df["ma20"] = df["close"].rolling(20).mean()
|
| 36 |
|
| 37 |
if df["close"].iloc[-1] > df["ma20"].iloc[-1]:
|
| 38 |
-
|
| 39 |
else:
|
| 40 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 41 |
|
| 42 |
-
# ===== API
|
| 43 |
@app.get("/signal")
|
| 44 |
def signal():
|
| 45 |
-
df = get_data()
|
| 46 |
-
sig = generate_signal(df)
|
| 47 |
-
|
| 48 |
return {
|
| 49 |
-
"signal":
|
| 50 |
-
"price": float(
|
| 51 |
-
"time": int(
|
| 52 |
}
|
| 53 |
|
| 54 |
-
# =====
|
| 55 |
-
def
|
| 56 |
-
|
| 57 |
-
sig = generate_signal(df)
|
| 58 |
-
price = df["close"].iloc[-1]
|
| 59 |
-
|
| 60 |
-
return f"Signal: {sig} | Price: {price}"
|
| 61 |
|
| 62 |
interface = gr.Interface(
|
| 63 |
-
fn=
|
| 64 |
inputs=[],
|
| 65 |
outputs="text",
|
| 66 |
-
title="VN30F1M AI Signal",
|
| 67 |
live=True
|
| 68 |
-
)
|
| 69 |
|
| 70 |
-
# ===== COMBINE =====
|
| 71 |
app = gr.mount_gradio_app(app, interface, path="/")
|
|
|
|
| 3 |
import pandas as pd
|
| 4 |
import gradio as gr
|
| 5 |
from fastapi import FastAPI
|
| 6 |
+
import threading
|
| 7 |
|
|
|
|
| 8 |
app = FastAPI()
|
| 9 |
|
| 10 |
URL = "https://histdatafeed.vps.com.vn/tradingview/history"
|
| 11 |
|
| 12 |
+
# ===== CACHE GLOBAL =====
|
| 13 |
+
latest_data = None
|
| 14 |
+
latest_signal = None
|
| 15 |
+
last_update = 0
|
| 16 |
+
|
| 17 |
+
# ===== FETCH DATA =====
|
| 18 |
+
def fetch_data():
|
| 19 |
+
global latest_data, last_update
|
| 20 |
+
|
| 21 |
+
try:
|
| 22 |
+
params = {
|
| 23 |
+
"symbol": "VN30F1M",
|
| 24 |
+
"resolution": "1",
|
| 25 |
+
"from": int(time.time()) - 3600,
|
| 26 |
+
"to": int(time.time()),
|
| 27 |
+
"countback": 200
|
| 28 |
+
}
|
| 29 |
+
|
| 30 |
+
res = requests.get(URL, params=params, timeout=5)
|
| 31 |
+
data = res.json()
|
| 32 |
+
|
| 33 |
+
df = pd.DataFrame({
|
| 34 |
+
"time": data["t"],
|
| 35 |
+
"open": data["o"],
|
| 36 |
+
"high": data["h"],
|
| 37 |
+
"low": data["l"],
|
| 38 |
+
"close": data["c"],
|
| 39 |
+
"volume": data["v"]
|
| 40 |
+
})
|
| 41 |
+
|
| 42 |
+
latest_data = df
|
| 43 |
+
last_update = time.time()
|
| 44 |
|
| 45 |
+
except Exception as e:
|
| 46 |
+
print("Fetch error:", e)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
|
| 48 |
+
# ===== AI SIGNAL =====
|
| 49 |
+
def compute_signal():
|
| 50 |
+
global latest_data, latest_signal
|
| 51 |
|
| 52 |
+
if latest_data is None or len(latest_data) < 20:
|
| 53 |
+
return "WAIT"
|
| 54 |
+
|
| 55 |
+
df = latest_data.copy()
|
| 56 |
df["ma20"] = df["close"].rolling(20).mean()
|
| 57 |
|
| 58 |
if df["close"].iloc[-1] > df["ma20"].iloc[-1]:
|
| 59 |
+
latest_signal = "BUY"
|
| 60 |
else:
|
| 61 |
+
latest_signal = "SELL"
|
| 62 |
+
|
| 63 |
+
# ===== HEARTBEAT LOOP =====
|
| 64 |
+
def heartbeat():
|
| 65 |
+
while True:
|
| 66 |
+
fetch_data()
|
| 67 |
+
compute_signal()
|
| 68 |
+
print("Heartbeat update:", latest_signal)
|
| 69 |
+
time.sleep(10) # 10s update
|
| 70 |
+
|
| 71 |
+
threading.Thread(target=heartbeat, daemon=True).start()
|
| 72 |
|
| 73 |
+
# ===== API =====
|
| 74 |
@app.get("/signal")
|
| 75 |
def signal():
|
|
|
|
|
|
|
|
|
|
| 76 |
return {
|
| 77 |
+
"signal": latest_signal,
|
| 78 |
+
"price": float(latest_data["close"].iloc[-1]) if latest_data is not None else 0,
|
| 79 |
+
"time": int(last_update)
|
| 80 |
}
|
| 81 |
|
| 82 |
+
# ===== UI =====
|
| 83 |
+
def ui():
|
| 84 |
+
return f"Signal: {latest_signal} | Updated: {int(last_update)}"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 85 |
|
| 86 |
interface = gr.Interface(
|
| 87 |
+
fn=ui,
|
| 88 |
inputs=[],
|
| 89 |
outputs="text",
|
|
|
|
| 90 |
live=True
|
| 91 |
+
).queue()
|
| 92 |
|
|
|
|
| 93 |
app = gr.mount_gradio_app(app, interface, path="/")
|