llm-quiz-analysis / test /test_visualizer.py
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"""
Test Visualizer
Tests for quiz-focused chart generation
"""
import sys
import os
# Add project root to Python path
project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))
sys.path.insert(0, project_root)
import asyncio
from app.modules.visualizers import ChartGenerator, ChartDetector
from app.core.logging import setup_logging
setup_logging()
async def test_chart_detection():
"""Test chart requirement detection"""
print("\n" + "=" * 60)
print("Test 1: Chart Detection")
print("=" * 60)
detector = ChartDetector()
# Test cases
test_cases = [
("What are the top 5 products?", False), # No chart
("Create a bar chart of sales by category", True), # Chart needed
("Plot the trend over time", True), # Chart needed
("Analyze the data", False) # No chart
]
for question, expected_chart in test_cases:
result = await detector.detect_chart_requirement(question)
print(f"\n Question: '{question}'")
print(f" Requires chart: {result['requires_chart']} (expected: {expected_chart})")
print(f" Chart type: {result.get('chart_type', 'N/A')}")
assert result['requires_chart'] == expected_chart, f"Detection failed for: {question}"
print("\nβœ… Chart detection working")
async def test_chart_generation():
"""Test chart creation"""
print("\n" + "=" * 60)
print("Test 2: Chart Generation")
print("=" * 60)
generator = ChartGenerator()
# Sample data
data = [
{"category": "Electronics", "sales": 5000},
{"category": "Clothing", "sales": 3000},
{"category": "Home", "sales": 4000}
]
print(f"\n Data: {len(data)} categories")
result = await generator.execute({
'question': 'Create a bar chart of sales by category',
'data': data,
'x_column': 'category',
'y_column': 'sales',
'title': 'Sales by Category'
})
print(f"\n Result:")
print(f" Success: {result.success}")
print(f" Chart created: {result.data.get('chart_created', False)}")
print(f" Chart type: {result.data.get('chart_type', 'N/A')}")
print(f" Has base64: {bool(result.data.get('chart_base64'))}")
assert result.success
assert result.data['chart_created']
assert result.data.get('chart_base64')
print("\nβœ… Chart generation working")
async def test_no_chart_needed():
"""Test when no chart is needed"""
print("\n" + "=" * 60)
print("Test 3: No Chart Needed")
print("=" * 60)
generator = ChartGenerator()
data = [{"product": "Laptop", "sales": 100}]
result = await generator.execute({
'question': 'What are the top products?', # No chart keyword
'data': data
})
print(f"\n Question: 'What are the top products?'")
print(f" Chart created: {result.data.get('chart_created', False)}")
print(f" Requires chart: {result.metadata.get('requires_chart', False)}")
assert result.success
assert not result.data['chart_created']
print("\nβœ… Correctly skipped chart generation")
async def run_all_tests():
"""Run all tests"""
print("\n" + "=" * 80)
print(" " * 25 + "VISUALIZER TEST SUITE")
print("=" * 80)
tests = [
test_chart_detection,
test_chart_generation,
test_no_chart_needed
]
passed = 0
failed = 0
for test in tests:
try:
await test()
passed += 1
except Exception as e:
failed += 1
print(f"\n❌ Test failed: {e}")
import traceback
traceback.print_exc()
print("\n" + "=" * 80)
print(" " * 30 + "TEST SUMMARY")
print("=" * 80)
print(f"\n Total: {len(tests)}")
print(f" βœ… Passed: {passed}")
print(f" ❌ Failed: {failed}")
if failed == 0:
print("\nπŸŽ‰ ALL TESTS PASSED!")
print("\nβœ… Visualizer is production ready!")
print("\nπŸ“Š Verified:")
print(" βœ“ Chart requirement detection")
print(" βœ“ Chart generation (bar, line, etc.)")
print(" βœ“ Conditional execution (only when needed)")
if __name__ == "__main__":
asyncio.run(run_all_tests())