Fix code styling to pass CI pipeline

Author: iamAyushSaxena

app/streamlit_app.py

@@ -9,7 +9,7 @@
 from src.config import PROCESSED_DATA_DIR
 
 # Add src to path
-sys.path.append(str(Path(__file__).parent.parent / 'src'))
+sys.path.append(str(Path(__file__).parent.parent / "src"))
 
 from data_collector import CompetitiveDataCollector
 from config import *
@@ -20,33 +20,33 @@ def main():
     print(" DATA COLLECTION SCRIPT")
     print("=" * 80)
     print()
-    
+
     print(f"Product: {PRODUCT_NAME}")
     print(f"Collecting data for {len(COMPETITORS)} competitors")
     print()
-    
+
     # Initialize collector
     collector = CompetitiveDataCollector()
-    
+
     # Generate all data
     print("Step 1: Generating competitive overview...")
     collector.generate_competitive_overview()
-    
+
     print("\nStep 2: Generating feature matrix...")
     collector.generate_feature_matrix()
-    
+
     print("\nStep 3: Generating traffic estimates...")
     collector.generate_traffic_estimates()
-    
+
     print("\nStep 4: Generating user reviews...")
     collector.generate_user_reviews()
-    
+
     # Save all data
     print("\n" + "-" * 80)
     print("Saving data to disk...")
     print("-" * 80)
     collector.save_all_data()
-    
+
     print("\n" + "=" * 80)
     print(" DATA COLLECTION COMPLETE")
     print("=" * 80)
@@ -61,4 +61,4 @@ def main():
 
 
 if __name__ == "__main__":
-    main()
+    main()

scripts/collect_data.py

@@ -8,7 +8,7 @@
 import pandas as pd
 
 # Add src to path
-sys.path.append(str(Path(__file__).parent.parent / 'src'))
+sys.path.append(str(Path(__file__).parent.parent / "src"))
 
 from competitive_analyzer import CompetitiveAnalyzer
 from market_sizer import MarketSizer
@@ -23,17 +23,17 @@ def main():
     print(" REPORT GENERATION SCRIPT")
     print("=" * 80)
     print()
-    
+
     # Check if data exists
     required_files = [
-        PROCESSED_DATA_DIR / 'competitive_overview.csv',
-        PROCESSED_DATA_DIR / 'feature_matrix.csv',
-        PROCESSED_DATA_DIR / 'positioning_data.csv',
-        PROCESSED_DATA_DIR / 'financial_projections_24m.csv'
+        PROCESSED_DATA_DIR / "competitive_overview.csv",
+        PROCESSED_DATA_DIR / "feature_matrix.csv",
+        PROCESSED_DATA_DIR / "positioning_data.csv",
+        PROCESSED_DATA_DIR / "financial_projections_24m.csv",
     ]
-    
+
     missing_files = [f for f in required_files if not f.exists()]
-    
+
     if missing_files:
         print("❌ Missing required data files:")
         for f in missing_files:
@@ -43,82 +43,86 @@ def main():
         print("  python scripts/run_full_analysis.py")
         print()
         return
-    
+
     print("✅ All required data files found")
     print()
-    
+
     # Load data
     print("Loading data...")
-    competitors_df = pd.read_csv(PROCESSED_DATA_DIR / 'competitive_overview.csv')
-    features_matrix = pd.read_csv(PROCESSED_DATA_DIR / 'feature_matrix.csv')
-    positioning = pd.read_csv(PROCESSED_DATA_DIR / 'positioning_data.csv')
-    financial = pd.read_csv(PROCESSED_DATA_DIR / 'financial_projections_24m.csv')
-    
+    competitors_df = pd.read_csv(PROCESSED_DATA_DIR / "competitive_overview.csv")
+    features_matrix = pd.read_csv(PROCESSED_DATA_DIR / "feature_matrix.csv")
+    positioning = pd.read_csv(PROCESSED_DATA_DIR / "positioning_data.csv")
+    financial = pd.read_csv(PROCESSED_DATA_DIR / "financial_projections_24m.csv")
+
     print("✅ Data loaded successfully")
     print()
-    
+
     # Generate reports
     print("-" * 80)
     print("Generating Reports")
     print("-" * 80)
     print()
-    
+
     # 1. Competitive Analysis Report
     print("1. Competitive Analysis Summary...")
     analyzer = CompetitiveAnalyzer(competitors_df, features_matrix)
     analyzer.positioning_data = positioning
     summary = analyzer.generate_competitive_summary()
-    
-    with open(REPORTS_DIR / 'competitive_analysis_summary.txt', 'w', encoding='utf-8') as f:
+
+    with open(
+        REPORTS_DIR / "competitive_analysis_summary.txt", "w", encoding="utf-8"
+    ) as f:
         f.write(summary)
     print("   ✅ Saved: competitive_analysis_summary.txt")
-    
+
     # 2. Market Sizing Report
     print("\n2. Market Sizing Report...")
     sizer = MarketSizer()
     sizer.calculate_tam()
     sizer.calculate_sam()
     sizer.calculate_som()
     report = sizer.generate_market_sizing_report()
-    
-    with open(REPORTS_DIR / 'market_sizing_report.txt', 'w', encoding='utf-8') as f:
+
+    with open(REPORTS_DIR / "market_sizing_report.txt", "w", encoding="utf-8") as f:
         f.write(report)
     print("   ✅ Saved: market_sizing_report.txt")
-    
+
     # 3. Pricing Strategy Report
     print("\n3. Pricing Strategy Recommendation...")
     strategy = PricingStrategy()
     strategy.analyze_competitor_pricing(competitors_df)
     strategy.calculate_value_metrics()
     strategy.validate_unit_economics()
     pricing_report = strategy.generate_pricing_recommendation()
-    
-    with open(REPORTS_DIR / 'pricing_strategy_recommendation.txt', 'w', encoding='utf-8') as f:
+
+    with open(
+        REPORTS_DIR / "pricing_strategy_recommendation.txt", "w", encoding="utf-8"
+    ) as f:
         f.write(pricing_report)
     print("   ✅ Saved: pricing_strategy_recommendation.txt")
-    
+
     # 4. GTM Strategy Report
     print("\n4. GTM Strategy Report...")
     planner = GTMPlanner()
     planner.create_weekly_breakdown()
     planner.define_channel_strategy()
     gtm_report = planner.generate_gtm_report()
-    
-    with open(REPORTS_DIR / 'gtm_strategy_report.txt', 'w', encoding='utf-8') as f:
+
+    with open(REPORTS_DIR / "gtm_strategy_report.txt", "w", encoding="utf-8") as f:
         f.write(gtm_report)
     print("   ✅ Saved: gtm_strategy_report.txt")
-    
+
     # 5. Financial Model Report
     print("\n5. Financial Projections Report...")
     model = FinancialModel()
     model.monthly_projections = financial
     model.calculate_break_even()
     financial_report = model.generate_financial_report()
-    
-    with open(REPORTS_DIR / 'financial_model_report.txt', 'w', encoding='utf-8') as f:
+
+    with open(REPORTS_DIR / "financial_model_report.txt", "w", encoding="utf-8") as f:
         f.write(financial_report)
     print("   ✅ Saved: financial_model_report.txt")
-    
+
     print()
     print("=" * 80)
     print(" REPORT GENERATION COMPLETE")
@@ -140,4 +144,4 @@ def main():
 
 
 if __name__ == "__main__":
-    main()
+    main()