Files changed (1) hide show
  1. app.py +34 -21
app.py CHANGED
@@ -2,9 +2,8 @@ import gradio as gr
2
  import requests
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  import pandas as pd
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  import plotly.graph_objs as go
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- import time
6
 
7
- # Fallback data for demonstration purposes
8
  fallback_historical_data = {
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  'bitcoin': [
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  [1633046400000, 42000], [1633132800000, 42250], [1633219200000, 41500],
@@ -12,6 +11,7 @@ fallback_historical_data = {
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  ]
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  }
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15
  fallback_current_prices = {
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  'bitcoin': 42000,
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  'ethereum': 3100,
@@ -30,7 +30,7 @@ def fetch_historical_data(coin_id, from_timestamp, to_timestamp):
30
  print(f"Error fetching historical data: {e}")
31
  return fallback_historical_data.get(coin_id, f"Error fetching historical data for {coin_id}")
32
 
33
- # Function to fetch current prices with fallback
34
  def fetch_current_price(coin_id):
35
  gecko_url = f"https://api.coingecko.com/api/v3/simple/price?ids={coin_id}&vs_currencies=usd"
36
  compare_url = f"https://min-api.cryptocompare.com/data/price?fsym={coin_id.upper()}&tsyms=USD"
@@ -78,14 +78,20 @@ def plot_historical_prices(coin_name, from_date, to_date):
78
  except Exception as e:
79
  return f"Error in plotting chart: {e}"
80
 
81
- # Function to analyze BTC (mock data)
82
  def btc_analysis():
83
  try:
84
- return "BTC Analysis: Market is bullish with increasing buying pressure."
 
 
 
 
 
 
85
  except Exception as e:
86
  return f"Error in BTC analysis: {e}"
87
 
88
- # Function to fetch real-time trade data
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  def fetch_real_time_trade_data(coin_id):
90
  fallback_data = {'bitcoin': [1633039200000, 42000]}
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@@ -97,7 +103,7 @@ def fetch_real_time_trade_data(coin_id):
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  data = response.json()
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  return data['prices'][-1] # Latest price data
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  except requests.exceptions.RequestException as e:
100
- print(f"Error fetching trade data: {e}")
101
  return fallback_data.get(coin_id, "Trade data not available")
102
 
103
  # Function to display real-time trade data
@@ -109,42 +115,49 @@ def real_time_trade_dashboard(coin):
109
  return f"Error in real-time trade dashboard: {e}"
110
 
111
  # Gradio Interfaces
 
 
112
  btc_analysis_interface = gr.Interface(
113
  fn=btc_analysis,
114
  inputs=[],
115
  outputs=gr.Textbox(label="BTC Analysis"),
116
- title="BTC Market Analysis"
117
  )
118
 
 
119
  real_time_trade_interface = gr.Interface(
120
  fn=real_time_trade_dashboard,
121
- inputs=gr.Dropdown(choices=['bitcoin', 'ethereum'], label="Cryptocurrency"),
122
  outputs=gr.Textbox(label="Real-Time Trade Data"),
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- title="Real-Time Trade Data"
124
  )
125
 
 
126
  crypto_price_chart_interface = gr.Interface(
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  fn=plot_historical_prices,
128
  inputs=[
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- gr.Dropdown(choices=['bitcoin', 'ethereum'], 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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  ],
133
- outputs=gr.Plot(label="Price Chart"),
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  title="Cryptocurrency Price Chart"
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  )
136
 
 
137
  current_price_interface = gr.Interface(
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  fn=fetch_current_price,
139
- inputs=gr.Dropdown(choices=['bitcoin', 'ethereum'], label="Cryptocurrency"),
140
  outputs=gr.Textbox(label="Current Price"),
141
- title="Current Price"
142
  )
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144
- # Launch Gradio app
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- app = gr.TabbedInterface(
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- [btc_analysis_interface, real_time_trade_interface, crypto_price_chart_interface, current_price_interface],
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- ["BTC Analysis", "Real-Time Trade Data", "Price Chart", "Current Price"]
148
  )
149
 
150
- app.launch()
 
 
 
2
  import requests
3
  import pandas as pd
4
  import plotly.graph_objs as go
 
5
 
6
+ # Fallback historical data for demonstration purposes
7
  fallback_historical_data = {
8
  'bitcoin': [
9
  [1633046400000, 42000], [1633132800000, 42250], [1633219200000, 41500],
 
11
  ]
12
  }
13
 
14
+ # Fallback current price data
15
  fallback_current_prices = {
16
  'bitcoin': 42000,
17
  'ethereum': 3100,
 
30
  print(f"Error fetching historical data: {e}")
31
  return fallback_historical_data.get(coin_id, f"Error fetching historical data for {coin_id}")
32
 
33
+ # Function to fetch current price from CoinGecko with fallback to CryptoCompare
34
  def fetch_current_price(coin_id):
35
  gecko_url = f"https://api.coingecko.com/api/v3/simple/price?ids={coin_id}&vs_currencies=usd"
36
  compare_url = f"https://min-api.cryptocompare.com/data/price?fsym={coin_id.upper()}&tsyms=USD"
 
78
  except Exception as e:
79
  return f"Error in plotting chart: {e}"
80
 
81
+ # Function to provide AI BTC analysis (mock data for now)
82
  def btc_analysis():
83
  try:
84
+ return """
85
+ BTC Analysis:
86
+ - Order Book: Buying pressure above, selling pressure below.
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+ - Technical Indicators: Divergence detected, RSI showing overbought.
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+ - Funding Rate: Higher on longs, suggesting bullish sentiment.
89
+ - On-chain: Strong accumulation signal detected.
90
+ """
91
  except Exception as e:
92
  return f"Error in BTC analysis: {e}"
93
 
94
+ # Function to fetch real-time trade data from CoinGecko
95
  def fetch_real_time_trade_data(coin_id):
96
  fallback_data = {'bitcoin': [1633039200000, 42000]}
97
 
 
103
  data = response.json()
104
  return data['prices'][-1] # Latest price data
105
  except requests.exceptions.RequestException as e:
106
+ print(f"Error fetching real-time trade data: {e}")
107
  return fallback_data.get(coin_id, "Trade data not available")
108
 
109
  # Function to display real-time trade data
 
115
  return f"Error in real-time trade dashboard: {e}"
116
 
117
  # Gradio Interfaces
118
+
119
+ # AI BTC Analysis Interface
120
  btc_analysis_interface = gr.Interface(
121
  fn=btc_analysis,
122
  inputs=[],
123
  outputs=gr.Textbox(label="BTC Analysis"),
124
+ title="AI-Powered BTC Analysis"
125
  )
126
 
127
+ # Real-time Trade Data Interface
128
  real_time_trade_interface = gr.Interface(
129
  fn=real_time_trade_dashboard,
130
+ inputs=gr.Dropdown(choices=['bitcoin', 'ethereum', 'binancecoin'], label="Cryptocurrency"),
131
  outputs=gr.Textbox(label="Real-Time Trade Data"),
132
+ title="Real-Time Cryptocurrency Trade Data"
133
  )
134
 
135
+ # Price Chart Interface
136
  crypto_price_chart_interface = gr.Interface(
137
  fn=plot_historical_prices,
138
  inputs=[
139
+ gr.Dropdown(choices=['bitcoin', 'ethereum', 'binancecoin'], label="Cryptocurrency"),
140
+ gr.Textbox(value="2023-01-01", label="From Date (YYYY-MM-DD)"),
141
+ gr.Textbox(value="2024-01-01", label="To Date (YYYY-MM-DD)")
142
  ],
143
+ outputs=gr.Plot(label="Cryptocurrency Price Chart"),
144
  title="Cryptocurrency Price Chart"
145
  )
146
 
147
+ # Current Price Interface
148
  current_price_interface = gr.Interface(
149
  fn=fetch_current_price,
150
+ inputs=gr.Dropdown(choices=['bitcoin', 'ethereum', 'binancecoin'], label="Cryptocurrency"),
151
  outputs=gr.Textbox(label="Current Price"),
152
+ title="Current Cryptocurrency Price"
153
  )
154
 
155
+ # Combining all interfaces into a single tabbed app
156
+ block = gr.TabbedInterface(
157
+ [crypto_price_chart_interface, current_price_interface, real_time_trade_interface, btc_analysis_interface],
158
+ tab_names=["Price Chart", "Current Price", "Real-Time Trade Data", "AI BTC Analysis"]
159
  )
160
 
161
+ # Launch the Gradio app for Hugging Face Spaces
162
+ if __name__ == "__main__":
163
+ block.launch()