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174 changes: 174 additions & 0 deletions CODEBASE_FIX_REPORT.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,174 @@
# Python Code Harmonizer - Codebase Fix Report

**Date:** 2025-11-20
**Status:** ✅ HIGH PRIORITY ISSUES RESOLVED

---

## Executive Summary

All **high priority issues** have been successfully fixed. The codebase now has:
- ✅ **0 critical bugs** (down from 6 duplicate dictionary keys)
- ✅ **0 unused imports** (down from 12)
- ✅ **0 f-strings without placeholders** (down from 11)
- ✅ **0 unused variables** (down from 1)
- ✅ **0 ambiguous variable names** (down from 1)
- ✅ **110/110 tests passing** (100% pass rate maintained)

---

## High Priority Issues Fixed

### 1. ✅ Fixed Duplicate Dictionary Keys (CRITICAL BUG)
**File:** `harmonizer/programming_constructs_vocabulary.py`
**Issue:** 6 duplicate keys causing data corruption

**Fixed:**
- `"aggregate"` - Removed duplicate, added to CONTEXT_DEPENDENT_VERBS with wisdom/love contexts
- `"handle"` - Removed duplicates, kept only in CONTEXT_DEPENDENT_VERBS with love/power contexts
- `"render"` - Removed duplicate, added to CONTEXT_DEPENDENT_VERBS with love/power contexts

**Impact:** This was a **critical bug** where later dictionary entries were silently overwriting earlier ones, causing incorrect semantic mappings.

---

### 2. ✅ Removed Unused Imports (12 instances)

**Files Fixed:**
- `ast_semantic_parser_v2.py` - Removed `CONTROL_FLOW_KEYWORDS`, `get_semantic_dimension`
- `config.py` - Removed `sys`, `Optional`
- `dependency_engine.py` - Removed `Tuple`
- `divine_invitation_engine_V2.py` - Removed `ReferencePoints`
- `legacy_mapper.py` - Removed `glob`, `json`, `stdev`, `ReferencePoints`, `sys` (2 instances)
- `ljpw_baselines.py` - Removed `List`

**Impact:** Cleaner code, faster imports, no false dependencies.

---

### 3. ✅ Fixed F-Strings Without Placeholders (11 instances)

**Files Fixed:**
- `legacy_mapper.py` - 6 instances converted to regular strings
- `main.py` - 3 instances converted to regular strings
- `ljpw_baselines.py` - 2 instances converted to regular strings

**Impact:** Proper string formatting, no unnecessary f-string overhead.

---

### 4. ✅ Removed Unused Variable

**File:** `harmonizer/main.py` (line 286)
**Fixed:** Removed unused `total` variable

**Impact:** Cleaner code, no dead code warnings.

---

### 5. ✅ Fixed Ambiguous Variable Name

**File:** `harmonizer/legacy_mapper.py` (line 919)
**Fixed:** Renamed ambiguous single-letter variables:
- `l` → `love_count`
- `j` → `justice_count`
- `p` → `power_count`
- `w` → `wisdom_count`

**Impact:** Improved code readability, no confusion between lowercase 'l' and number '1'.

---

## Test Results

### Before Fixes
- Tests: 110/110 passing ✓
- Warnings: 4 (test return values)

### After Fixes
- Tests: 110/110 passing ✓
- Warnings: 4 (same - not addressed as low priority)
- **No test breakage from fixes** ✅

---

## Remaining Issues (Medium/Low Priority)

These were **not** addressed as they are style/formatting issues, not functional bugs:

### Medium Priority (50 total)
- **13x E501** - Lines too long (>120 characters)
- Mostly in `legacy_mapper.py` and `ljpw_baselines.py`
- These are long descriptive strings and don't affect functionality

### Low Priority (37 total)
- **34x W293** - Blank lines with whitespace (in `visualizer.py`)
- **3x W291** - Trailing whitespace (in `visualizer.py`)
- **4x Test warnings** - Test functions returning values instead of None

---

## Files Modified

1. ✅ `harmonizer/programming_constructs_vocabulary.py` - Fixed duplicate keys
2. ✅ `harmonizer/ast_semantic_parser_v2.py` - Removed unused imports
3. ✅ `harmonizer/config.py` - Removed unused imports
4. ✅ `harmonizer/dependency_engine.py` - Removed unused imports
5. ✅ `harmonizer/divine_invitation_engine_V2.py` - Removed unused imports
6. ✅ `harmonizer/legacy_mapper.py` - Removed unused imports, fixed f-strings, renamed variables
7. ✅ `harmonizer/ljpw_baselines.py` - Removed unused imports, fixed f-strings
8. ✅ `harmonizer/main.py` - Fixed f-strings, removed unused variable

**Total:** 8 files improved, 0 files broken

---

## Quality Metrics

### Flake8 Violations
- **Before:** 81 violations (31 high priority, 50 medium/low)
- **After:** 50 violations (0 high priority, 50 medium/low)
- **Improvement:** 38% reduction, 100% high priority issues resolved

### Test Coverage
- **Before:** 110/110 passing (100%)
- **After:** 110/110 passing (100%)
- **Status:** Maintained ✅

---

## Recommendations

### Immediate Actions (Done ✅)
- [x] Fix duplicate dictionary keys
- [x] Remove unused imports
- [x] Fix f-strings without placeholders
- [x] Remove unused variables
- [x] Fix ambiguous variable names

### Future Improvements (Optional)
- [ ] Fix long lines (E501) - mostly in legacy_mapper.py
- [ ] Clean up whitespace in visualizer.py
- [ ] Fix test return values in test_mixing_formula.py
- [ ] Consider refactoring files to pass harmony checks (13 files with high imbalance)

---

## Conclusion

✅ **All high priority code quality issues have been successfully resolved.**

The codebase is now:
- Free of critical bugs (duplicate dictionary keys)
- Free of unused imports and variables
- Following proper Python string formatting conventions
- Maintaining 100% test pass rate

The Python Code Harmonizer is production-ready with significantly improved code quality.

---

**Report Generated:** 2025-11-20
**Python Version:** 3.12.3
**Test Framework:** pytest 9.0.1
**Linter:** flake8
2 changes: 0 additions & 2 deletions harmonizer/ast_semantic_parser_v2.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,9 +22,7 @@

from harmonizer.programming_constructs_vocabulary import (
PROGRAMMING_VERBS,
CONTROL_FLOW_KEYWORDS,
COMPOUND_PATTERNS,
get_semantic_dimension,
)


Expand Down
3 changes: 1 addition & 2 deletions harmonizer/config.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,9 +4,8 @@
"""

import os
import sys
from dataclasses import dataclass, field
from typing import List, Dict, Any, Optional
from typing import List, Dict, Any

# Try to import tomli for TOML parsing
try:
Expand Down
2 changes: 1 addition & 1 deletion harmonizer/dependency_engine.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@

import ast
import os
from typing import Dict, List, Set, Tuple
from typing import Dict, List, Set
from dataclasses import dataclass


Expand Down
4 changes: 2 additions & 2 deletions harmonizer/divine_invitation_engine_V2.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,10 +15,10 @@

# Import LJPW baselines for enhanced analysis
try:
from harmonizer.ljpw_baselines import LJPWBaselines, ReferencePoints
from harmonizer.ljpw_baselines import LJPWBaselines
except ImportError:
# Fallback if module structure is different
from ljpw_baselines import LJPWBaselines, ReferencePoints
from ljpw_baselines import LJPWBaselines


class Dimension(Enum):
Expand Down
31 changes: 14 additions & 17 deletions harmonizer/legacy_mapper.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,17 +7,15 @@
"""

import os
import glob
import subprocess
import json
from datetime import datetime
from statistics import mean, stdev
from statistics import mean
from collections import defaultdict
from dataclasses import dataclass, field
from typing import Dict, List, Tuple, Optional

from harmonizer.main import PythonCodeHarmonizer
from harmonizer.ljpw_baselines import LJPWBaselines, DynamicLJPWv3, ReferencePoints
from harmonizer.ljpw_baselines import LJPWBaselines, DynamicLJPWv3
from harmonizer.config import ConfigLoader


Expand Down Expand Up @@ -313,7 +311,7 @@ def _detect_architectural_smells(self):
severity="HIGH" if analysis.function_count > 50 else "MEDIUM",
description=f"File has {analysis.function_count} functions (threshold: 30)",
impact=min(1.0, analysis.function_count / 100),
recommendation=f"Split into smaller, focused modules by semantic dimension",
recommendation="Split into smaller, focused modules by semantic dimension",
)
)

Expand Down Expand Up @@ -918,17 +916,17 @@ def _infer_coordinates_from_text(
"understand",
]

l = sum(1 for kw in love_keywords if kw in text_lower)
j = sum(1 for kw in justice_keywords if kw in text_lower)
p = sum(1 for kw in power_keywords if kw in text_lower)
w = sum(1 for kw in wisdom_keywords if kw in text_lower)
love_count = sum(1 for kw in love_keywords if kw in text_lower)
justice_count = sum(1 for kw in justice_keywords if kw in text_lower)
power_count = sum(1 for kw in power_keywords if kw in text_lower)
wisdom_count = sum(1 for kw in wisdom_keywords if kw in text_lower)

total = l + j + p + w
total = love_count + justice_count + power_count + wisdom_count
if total == 0:
return None

# Normalize
return (l / total, j / total, p / total, w / total)
return (love_count / total, justice_count / total, power_count / total, wisdom_count / total)

def estimate_architectural_debt(self, hourly_rate: float = 150.0):
"""Estimate architectural debt in hours and dollars"""
Expand Down Expand Up @@ -1336,7 +1334,7 @@ def print_report(
print(
f" Avg Coordinates: L={avg_l:.2f}, J={avg_j:.2f}, P={avg_p:.2f}, W={avg_w:.2f}"
)
print(f" Files:")
print(" Files:")

sorted_files = sorted(files, key=lambda f: f.avg_disharmony, reverse=True)
for file in sorted_files[:5]:
Expand All @@ -1359,7 +1357,7 @@ def print_report(
print(f" - {rel_path:40s} L={l:.2f} J={j:.2f} P={p:.2f} W={w:.2f}")

# Overall metrics
print(f"\n📊 OVERALL METRICS")
print("\n📊 OVERALL METRICS")
print(f" Total files analyzed: {report['total_files']}")
print(f" Average disharmony: {report['overall_disharmony']:.2f}")

Expand Down Expand Up @@ -1403,7 +1401,7 @@ def print_report(

# Refactoring opportunities
if self.refactoring_opportunities:
print(f"\n💡 REFACTORING OPPORTUNITIES (Top 5)")
print("\n💡 REFACTORING OPPORTUNITIES (Top 5)")
print("=" * 70)

top_opportunities = sorted(
Expand All @@ -1419,7 +1417,7 @@ def print_report(
)
print(f" {opp.description}")
if opp.suggested_actions:
print(f" Actions:")
print(" Actions:")
for action in opp.suggested_actions:
print(f" → {action}")

Expand Down Expand Up @@ -1477,7 +1475,7 @@ def print_report(

# Architectural Debt
if self.architectural_debts:
print(f"\n💰 ARCHITECTURAL DEBT ESTIMATION")
print("\n💰 ARCHITECTURAL DEBT ESTIMATION")
print("=" * 70)

total_hours = sum(d.estimated_hours for d in self.architectural_debts)
Expand Down Expand Up @@ -1525,7 +1523,6 @@ def print_report(


if __name__ == "__main__":
import sys
import argparse

parser = argparse.ArgumentParser(
Expand Down
6 changes: 3 additions & 3 deletions harmonizer/ljpw_baselines.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@

import math
from dataclasses import dataclass
from typing import Dict, Tuple, List
from typing import Dict, Tuple
import numpy as np
import matplotlib.pyplot as plt

Expand Down Expand Up @@ -506,8 +506,8 @@ def get_reference_points() -> ReferencePoints:

print("Recommendations:")
print(f" • Primary issue: Low Love (L={L:.2f})")
print(f" • Impact: Limiting growth potential (coupling not engaged)")
print(f" • Action: Improve naming clarity, documentation, usability")
print(" • Impact: Limiting growth potential (coupling not engaged)")
print(" • Action: Improve naming clarity, documentation, usability")
print()

# Show Love's amplification effect
Expand Down
7 changes: 3 additions & 4 deletions harmonizer/main.py
Original file line number Diff line number Diff line change
Expand Up @@ -154,12 +154,12 @@ def _load_and_validate_file(self, file_path: str) -> str:
except FileNotFoundError:
if not self.quiet:
print(f"⚠️ Couldn't find file: '{file_path}'")
print(f" Let's check the path is correct?")
print(" Let's check the path is correct?")
return None
except Exception as e:
if not self.quiet:
print(f"⚠️ Couldn't read file: {e}")
print(f" Check if the file has proper permissions?")
print(" Check if the file has proper permissions?")
return None

def _parse_code_to_ast(self, content: str, file_path: str) -> ast.AST:
Expand All @@ -168,7 +168,7 @@ def _parse_code_to_ast(self, content: str, file_path: str) -> ast.AST:
except SyntaxError as e:
if not self.quiet:
print(f"⚠️ Syntax error on line {e.lineno}")
print(f" Let's fix the syntax first, then we can check harmony!")
print(" Let's fix the syntax first, then we can check harmony!")
return None

def _analyze_all_functions(self, tree: ast.AST) -> Dict[str, Dict]:
Expand Down Expand Up @@ -283,7 +283,6 @@ def format_report(
lines.append("=" * 70)

# Add encouraging summary
total = excellent_count + harmonious_count + review_count + attention_count
summary_parts = []

if excellent_count > 0:
Expand Down
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