Update app.py

app.py

@@ -1,33 +1,42 @@
 import streamlit as st
-from utils.data_preprocessing import preprocess_data
-from utils.model_inference import generate_forex_signals
-from utils.sentiment_analysis import fetch_sentiment
+import datetime
+from model_inference import generate_forex_signals
+from config import RISK_LEVELS
 
-# Load models and data
-import os
-from dotenv import load_dotenv
-load_dotenv()
-
-# APIs from .env
-NEWS_API_KEY = os.getenv("NEWS_API_KEY")
-FMP_API_KEY = os.getenv("FMP_API_KEY")
-
-# Streamlit UI
+# Streamlit app setup
 st.title("AI Forex Bot")
 st.sidebar.header("User Input")
 
-# User inputs
-trading_capital = st.sidebar.number_input("Trading Capital (USD)", min_value=100.0, step=10.0)
-risk_level = st.sidebar.selectbox("Market Risk Level", ["Low", "Medium", "High"])
+# Input: Trading Capital
+trading_capital = st.sidebar.number_input(
+    "Trading Capital (USD)", 
+    min_value=1.0, 
+    max_value=10000.0, 
+    step=1.0
+)
+
+# Input: Risk Level
+risk_level = st.sidebar.selectbox("Market Risk Level", options=list(RISK_LEVELS.keys()))
 
+# Input: User's current time
+user_timezone_time = st.sidebar.time_input(
+    "Enter Current Time (Your Time Zone)", 
+    value=datetime.datetime.now().time()
+)
+
+# Generate signals button
 if st.sidebar.button("Generate Signals"):
-    # Backend logic
+    # Call backend logic
     forex_signals = generate_forex_signals(trading_capital, risk_level)
-    sentiment = fetch_sentiment(forex_signals['currency_pair'], NEWS_API_KEY)
+
+    # Adjust entry and exit times based on user's time
+    entry_time = datetime.datetime.combine(datetime.date.today(), user_timezone_time)
+    exit_time = entry_time + datetime.timedelta(hours=2)
+
+    # Display results
     st.write("### Results")
-    st.write(f"Profitable Currency Pair: {forex_signals['currency_pair']}")
-    st.write(f"Entry Time: {forex_signals['entry_time']}")
-    st.write(f"Exit Time: {forex_signals['exit_time']}")
-    st.write(f"ROI: {forex_signals['roi']}%")
-    st.write(f"Signal Strength: {forex_signals['signal_strength']}")
-    st.write(f"Market Sentiment: {sentiment}")
+    st.write(f"**Profitable Currency Pair**: {forex_signals['currency_pair']}")
+    st.write(f"**Entry Time**: {entry_time.strftime('%Y-%m-%d %H:%M:%S')}")
+    st.write(f"**Exit Time**: {exit_time.strftime('%Y-%m-%d %H:%M:%S')}")
+    st.write(f"**ROI**: {forex_signals['roi']}%")
+    st.write(f"**Signal Strength**: {forex_signals['signal_strength']}")