Spaces:
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app.py
Browse files
app.py
CHANGED
@@ -5,51 +5,63 @@ import cryptocompare
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from tradingview_ta import TA_Handler, Interval
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import gradio as gr
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# Fetch BTC data from multiple sources
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def get_coin_gecko_price():
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def get_yfinance_price():
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def get_cryptocompare_price():
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def get_tradingview_analysis():
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# Calculate technical indicators using pandas-ta
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def calculate_technical_indicators():
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# Gradio interface for custom prompts
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def analyze_btc(prompt):
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prompt_lower = prompt.lower()
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if "price" in prompt_lower:
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price_yf = get_yfinance_price()
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price_cg = get_coin_gecko_price()
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@@ -71,7 +83,6 @@ def analyze_btc(prompt):
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else:
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return "I'm not sure what you're asking. Try asking about price, RSI, MACD, or trend."
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# Gradio interface setup
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interface = gr.Interface(
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fn=analyze_btc,
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inputs="text",
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@@ -80,5 +91,4 @@ interface = gr.Interface(
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description="Ask questions about BTC's real-time data (from CoinGecko, Yahoo Finance, CryptoCompare, TradingView)"
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)
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# Launch the Gradio app
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interface.launch()
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from tradingview_ta import TA_Handler, Interval
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import gradio as gr
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def get_coin_gecko_price():
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try:
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response = requests.get("https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd")
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data = response.json()
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return data['bitcoin']['usd']
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except Exception as e:
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return f"Error fetching CoinGecko data: {str(e)}"
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def get_yfinance_price():
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try:
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btc_data = yf.Ticker("BTC-USD")
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current_price = btc_data.history(period="1d")['Close'][0]
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return current_price
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except Exception as e:
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return f"Error fetching Yahoo Finance data: {str(e)}"
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def get_cryptocompare_price():
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try:
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cryptocompare_price = cryptocompare.get_price('BTC', currency='USD')
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return cryptocompare_price['BTC']['USD']
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except Exception as e:
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return f"Error fetching CryptoCompare data: {str(e)}"
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def get_tradingview_analysis():
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try:
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handler = TA_Handler(
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symbol="BTCUSD",
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screener="crypto",
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exchange="BINANCE",
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interval=Interval.INTERVAL_1_HOUR
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)
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analysis = handler.get_analysis()
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return analysis.summary["RECOMMENDATION"]
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except Exception as e:
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return f"Error fetching TradingView data: {str(e)}"
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def calculate_technical_indicators():
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try:
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btc_data = yf.download("BTC-USD", period="30d", interval="1h")
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close_prices = btc_data['Close']
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ma_50 = ta.sma(close_prices, length=50)
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ma_200 = ta.sma(close_prices, length=200)
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rsi = ta.rsi(close_prices, length=14)
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macd = ta.macd(close_prices)
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return {
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"MA 50": ma_50.iloc[-1],
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"MA 200": ma_200.iloc[-1],
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"RSI": rsi.iloc[-1],
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"MACD": macd['MACD_12_26_9'].iloc[-1],
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"Signal Line": macd['MACDs_12_26_9'].iloc[-1]
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}
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except Exception as e:
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return f"Error calculating technical indicators: {str(e)}"
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def analyze_btc(prompt):
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prompt_lower = prompt.lower()
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if "price" in prompt_lower:
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price_yf = get_yfinance_price()
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price_cg = get_coin_gecko_price()
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else:
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return "I'm not sure what you're asking. Try asking about price, RSI, MACD, or trend."
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interface = gr.Interface(
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fn=analyze_btc,
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inputs="text",
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description="Ask questions about BTC's real-time data (from CoinGecko, Yahoo Finance, CryptoCompare, TradingView)"
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)
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interface.launch()
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