missbaj commited on
Commit
e4ac995
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1 Parent(s): fd4173f
Files changed (1) hide show
  1. app.py +73 -16
app.py CHANGED
@@ -3,16 +3,48 @@ import requests
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  import pandas as pd
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  import plotly.graph_objs as go
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- # Function to fetch current price from CoinGecko
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- def fetch_current_price():
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- try:
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- url = "https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd"
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- response = requests.get(url)
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- response.raise_for_status() # Check for HTTP errors
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  data = response.json()
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- return f"Current Bitcoin price: ${data['bitcoin']['usd']}"
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- except Exception as e:
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- return f"Error fetching price: {e}"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # Function to provide TradingView widget HTML
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  def tradingview_widget():
@@ -32,19 +64,44 @@ def tradingview_widget():
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  # Function to analyze prompt and provide information
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  def analyze_btc(prompt):
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  if "price" in prompt.lower():
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- return fetch_current_price()
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  elif "chart" in prompt.lower():
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- return gr.HTML(tradingview_widget()) # Use HTML component for TradingView chart
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  return "Try asking about the BTC price or TradingView chart."
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- # Set up the Gradio interface
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- interface = gr.Interface(
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  fn=analyze_btc,
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  inputs="text",
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  outputs="html", # Ensure output is HTML
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- title="Bitcoin Analyzer",
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  description="Ask about the current Bitcoin price or TradingView chart."
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  )
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- if __name__ == "__main__":
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- interface.launch()
 
 
 
 
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  import pandas as pd
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  import plotly.graph_objs as go
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+ # Function to fetch historical price data from CoinGecko
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+ def fetch_historical_data(coin_id, from_timestamp, to_timestamp):
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+ url = f"https://api.coingecko.com/api/v3/coins/{coin_id}/market_chart/range?vs_currency=usd&from={from_timestamp}&to={to_timestamp}"
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+ response = requests.get(url)
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+ if response.status_code == 200:
 
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  data = response.json()
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+ prices = data['prices']
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+ return prices
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+ else:
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+ return f"Error fetching historical data for {coin_id}"
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+
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+ # Function to fetch current prices from CoinGecko
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+ def fetch_current_price(coin_id):
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+ url = f"https://api.coingecko.com/api/v3/simple/price?ids={coin_id}&vs_currencies=usd"
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+ response = requests.get(url)
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+ if response.status_code == 200:
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+ data = response.json()
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+ return data[coin_id]['usd']
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+ else:
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+ return f"Error fetching current price for {coin_id}"
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+
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+ # Function to convert dates to timestamps
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+ def date_to_timestamp(date_str):
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+ return int(pd.Timestamp(date_str).timestamp())
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+
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+ # Function to plot historical prices using Plotly
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+ def plot_historical_prices(coin_name, from_date, to_date):
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+ from_timestamp = date_to_timestamp(from_date)
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+ to_timestamp = date_to_timestamp(to_date)
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+
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+ prices = fetch_historical_data(coin_name, from_timestamp, to_timestamp)
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+
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+ if isinstance(prices, str): # In case of error
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+ return prices
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+
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+ df = pd.DataFrame(prices, columns=['timestamp', 'price'])
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+ df['date'] = pd.to_datetime(df['timestamp'], unit='ms')
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+
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+ fig = go.Figure()
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+ fig.add_trace(go.Scatter(x=df['date'], y=df['price'], mode='lines', name=coin_name))
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+ fig.update_layout(title=f'{coin_name.capitalize()} Prices from {from_date} to {to_date}', xaxis_title='Date', yaxis_title='Price (USD)')
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+ return fig
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49
  # Function to provide TradingView widget HTML
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  def tradingview_widget():
 
64
  # Function to analyze prompt and provide information
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  def analyze_btc(prompt):
66
  if "price" in prompt.lower():
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+ return fetch_current_price("bitcoin")
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  elif "chart" in prompt.lower():
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+ return tradingview_widget() # Use HTML component for TradingView chart
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  return "Try asking about the BTC price or TradingView chart."
71
 
72
+ # Gradio Interface Setup
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+
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+ # Historical Price Chart Interface
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+ crypto_price_chart_interface = gr.Interface(
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+ fn=plot_historical_prices,
77
+ inputs=[
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+ gr.Dropdown(choices=['bitcoin'], label="Cryptocurrency"),
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+ gr.Textbox(value="2024-01-01", label="From Date (YYYY-MM-DD)"),
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+ gr.Textbox(value="2025-12-31", label="To Date (YYYY-MM-DD)")
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+ ],
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+ outputs=gr.Plot(label="Cryptocurrency Price Chart"),
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+ title="Cryptocurrency Price Chart (2024-2025)"
84
+ )
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+
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+ # Real-Time Trade Data Interface
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+ real_time_trade_interface = gr.Interface(
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+ fn=fetch_current_price,
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+ inputs=gr.Dropdown(choices=['bitcoin'], label="Cryptocurrency"),
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+ outputs=gr.Textbox(label="Real-Time Trade Data"),
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+ title="Real-Time Cryptocurrency Trade Data"
92
+ )
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+
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+ # AI Bitcoin Analyzer Interface
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+ ai_btc_analyzer_interface = gr.Interface(
96
  fn=analyze_btc,
97
  inputs="text",
98
  outputs="html", # Ensure output is HTML
99
+ title="AI Bitcoin Analyzer",
100
  description="Ask about the current Bitcoin price or TradingView chart."
101
  )
102
 
103
+ # Combine all interfaces into a single tabbed app
104
+ gr.TabbedInterface(
105
+ [crypto_price_chart_interface, real_time_trade_interface, ai_btc_analyzer_interface],
106
+ tab_names=["Price Chart", "Real-Time Trade Data", "AI Bitcoin Analyzer"]
107
+ ).launch()