384 lines
14 KiB
Python
384 lines
14 KiB
Python
#!/usr/bin/env python3
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"""
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Test Script for Calendar Generation Data Source Framework
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Demonstrates the functionality of the scalable framework for evolving data sources
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in calendar generation without architectural changes.
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"""
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import asyncio
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import sys
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import os
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from pathlib import Path
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# Add the backend directory to the Python path
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backend_dir = Path(__file__).parent
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sys.path.insert(0, str(backend_dir))
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from services.calendar_generation_datasource_framework import (
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DataSourceRegistry,
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StrategyAwarePromptBuilder,
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QualityGateManager,
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DataSourceEvolutionManager,
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ContentStrategyDataSource,
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GapAnalysisDataSource,
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KeywordsDataSource,
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ContentPillarsDataSource,
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PerformanceDataSource,
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AIAnalysisDataSource
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)
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async def test_framework_initialization():
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"""Test framework initialization and component setup."""
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print("🧪 Testing Framework Initialization...")
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try:
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# Initialize registry
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registry = DataSourceRegistry()
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print("✅ DataSourceRegistry initialized successfully")
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# Initialize data sources
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content_strategy = ContentStrategyDataSource()
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gap_analysis = GapAnalysisDataSource()
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keywords = KeywordsDataSource()
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content_pillars = ContentPillarsDataSource()
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performance_data = PerformanceDataSource()
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ai_analysis = AIAnalysisDataSource()
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print("✅ All data sources initialized successfully")
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# Register data sources
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registry.register_source(content_strategy)
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registry.register_source(gap_analysis)
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registry.register_source(keywords)
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registry.register_source(content_pillars)
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registry.register_source(performance_data)
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registry.register_source(ai_analysis)
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print("✅ All data sources registered successfully")
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# Initialize framework components
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prompt_builder = StrategyAwarePromptBuilder(registry)
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quality_manager = QualityGateManager()
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evolution_manager = DataSourceEvolutionManager(registry)
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print("✅ Framework components initialized successfully")
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return registry, prompt_builder, quality_manager, evolution_manager
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except Exception as e:
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print(f"❌ Framework initialization failed: {e}")
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return None, None, None, None
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async def test_data_source_registry(registry):
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"""Test data source registry functionality."""
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print("\n🧪 Testing Data Source Registry...")
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try:
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# Test registry status
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status = registry.get_registry_status()
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print(f"✅ Registry status: {status['total_sources']} sources, {status['active_sources']} active")
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# Test source retrieval
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content_strategy = registry.get_source("content_strategy")
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if content_strategy:
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print(f"✅ Content strategy source retrieved: {content_strategy}")
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# Test active sources
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active_sources = registry.get_active_sources()
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print(f"✅ Active sources: {len(active_sources)}")
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# Test source types
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strategy_sources = registry.get_sources_by_type("strategy")
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print(f"✅ Strategy sources: {len(strategy_sources)}")
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# Test priorities
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critical_sources = registry.get_sources_by_priority(1)
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print(f"✅ Critical priority sources: {len(critical_sources)}")
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return True
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except Exception as e:
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print(f"❌ Registry test failed: {e}")
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return False
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async def test_data_source_validation(registry):
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"""Test data source validation functionality."""
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print("\n🧪 Testing Data Source Validation...")
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try:
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# Validate all sources
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validation_results = await registry.validate_all_sources()
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print(f"✅ Validation completed for {len(validation_results)} sources")
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# Check validation results
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for source_id, result in validation_results.items():
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if hasattr(result, 'quality_score'):
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print(f" - {source_id}: {result.quality_score:.2f} quality score")
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else:
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print(f" - {source_id}: {result.get('quality_score', 0):.2f} quality score")
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return True
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except Exception as e:
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print(f"❌ Validation test failed: {e}")
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return False
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async def test_prompt_builder(prompt_builder):
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"""Test strategy-aware prompt builder functionality."""
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print("\n🧪 Testing Strategy-Aware Prompt Builder...")
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try:
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# Test available steps
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available_steps = prompt_builder.get_available_steps()
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print(f"✅ Available steps: {len(available_steps)}")
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# Test step dependencies
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step_1_deps = prompt_builder.get_step_dependencies("step_1_content_strategy_analysis")
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print(f"✅ Step 1 dependencies: {step_1_deps}")
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# Test step requirements validation
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step_validation = prompt_builder.validate_step_requirements("step_1_content_strategy_analysis")
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print(f"✅ Step 1 validation: {step_validation['is_ready']}")
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# Test prompt building (simplified)
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try:
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prompt = await prompt_builder.build_prompt("step_1_content_strategy_analysis", 1, 1)
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print(f"✅ Prompt built successfully (length: {len(prompt)} characters)")
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except Exception as e:
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print(f"⚠️ Prompt building failed (expected for test): {e}")
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return True
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except Exception as e:
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print(f"❌ Prompt builder test failed: {e}")
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return False
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async def test_quality_gates(quality_manager):
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"""Test quality gate functionality."""
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print("\n🧪 Testing Quality Gates...")
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try:
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# Test quality gate info
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gate_info = quality_manager.get_gate_info()
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print(f"✅ Quality gates: {len(gate_info)} gates available")
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# Test specific gate validation
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sample_calendar_data = {
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"content_items": [
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{"title": "Sample Content 1", "type": "blog", "theme": "technology"},
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{"title": "Sample Content 2", "type": "video", "theme": "marketing"}
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]
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}
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# Test all gates validation
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validation_results = await quality_manager.validate_all_gates(sample_calendar_data, "test_step")
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print(f"✅ All gates validation: {len(validation_results)} gates validated")
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# Test specific gate validation
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content_uniqueness_result = await quality_manager.validate_specific_gate("content_uniqueness", sample_calendar_data, "test_step")
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print(f"✅ Content uniqueness validation: {content_uniqueness_result['passed']}")
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return True
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except Exception as e:
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print(f"❌ Quality gates test failed: {e}")
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return False
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async def test_evolution_manager(evolution_manager):
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"""Test evolution manager functionality."""
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print("\n🧪 Testing Evolution Manager...")
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try:
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# Test evolution status
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status = evolution_manager.get_evolution_status()
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print(f"✅ Evolution status for {len(status)} sources")
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# Test evolution summary
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summary = evolution_manager.get_evolution_summary()
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print(f"✅ Evolution summary: {summary['sources_needing_evolution']} need evolution")
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# Test evolution plan
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plan = evolution_manager.get_evolution_plan("content_strategy")
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print(f"✅ Content strategy evolution plan: {plan['is_ready_for_evolution']}")
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# Test evolution (simplified)
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try:
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success = await evolution_manager.evolve_data_source("content_strategy", "2.5.0")
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print(f"✅ Evolution test: {'Success' if success else 'Failed'}")
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except Exception as e:
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print(f"⚠️ Evolution test failed (expected for test): {e}")
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return True
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except Exception as e:
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print(f"❌ Evolution manager test failed: {e}")
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return False
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async def test_framework_integration(registry, prompt_builder, quality_manager, evolution_manager):
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"""Test framework integration and end-to-end functionality."""
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print("\n🧪 Testing Framework Integration...")
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try:
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# Test comprehensive workflow
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print("📊 Testing comprehensive workflow...")
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# 1. Get data from sources
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print(" 1. Retrieving data from sources...")
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for source_id in ["content_strategy", "gap_analysis", "keywords"]:
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try:
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data = await registry.get_data_with_dependencies(source_id, 1, 1)
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print(f" ✅ {source_id}: Data retrieved")
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except Exception as e:
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print(f" ⚠️ {source_id}: Data retrieval failed (expected)")
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# 2. Build enhanced prompts
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print(" 2. Building enhanced prompts...")
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for step in ["step_1_content_strategy_analysis", "step_2_gap_analysis"]:
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try:
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base_prompt = await prompt_builder.build_prompt(step, 1, 1)
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print(f" ✅ {step}: Prompt built")
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except Exception as e:
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print(f" ⚠️ {step}: Prompt building failed (expected)")
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# 3. Check evolution readiness
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print(" 3. Checking evolution readiness...")
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for source_id in ["content_strategy", "gap_analysis", "keywords"]:
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plan = evolution_manager.get_evolution_plan(source_id)
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print(f" ✅ {source_id}: Ready for evolution: {plan['is_ready_for_evolution']}")
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print("✅ Framework integration test completed")
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return True
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except Exception as e:
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print(f"❌ Framework integration test failed: {e}")
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return False
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async def test_scalability_features(registry, evolution_manager):
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"""Test scalability features of the framework."""
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print("\n🧪 Testing Scalability Features...")
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try:
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# Test adding custom data source
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print("📈 Testing custom data source addition...")
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# Create a custom data source (simplified)
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from services.calendar_generation_datasource_framework.interfaces import DataSourceInterface, DataSourceType, DataSourcePriority
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class CustomDataSource(DataSourceInterface):
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def __init__(self):
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super().__init__("custom_source", DataSourceType.CUSTOM, DataSourcePriority.LOW)
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async def get_data(self, user_id: int, strategy_id: int):
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return {"custom_data": "test"}
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async def validate_data(self, data):
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return {"is_valid": True, "quality_score": 0.8}
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async def enhance_data(self, data):
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return {**data, "enhanced": True}
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# Register custom source
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custom_source = CustomDataSource()
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registry.register_source(custom_source)
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print("✅ Custom data source registered successfully")
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# Test evolution config addition
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custom_config = {
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"current_version": "1.0.0",
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"target_version": "1.5.0",
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"enhancement_plan": ["Custom enhancement"],
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"implementation_steps": ["Implement custom enhancement"],
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"priority": "low",
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"estimated_effort": "low"
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}
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evolution_manager.add_evolution_config("custom_source", custom_config)
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print("✅ Custom evolution config added successfully")
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# Test framework status with new source
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status = registry.get_registry_status()
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print(f"✅ Framework now has {status['total_sources']} sources")
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return True
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except Exception as e:
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print(f"❌ Scalability test failed: {e}")
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return False
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async def main():
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"""Run all framework tests."""
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print("🚀 Starting Calendar Generation Data Source Framework Tests...")
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print("=" * 80)
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# Initialize framework
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registry, prompt_builder, quality_manager, evolution_manager = await test_framework_initialization()
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if not all([registry, prompt_builder, quality_manager, evolution_manager]):
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print("❌ Framework initialization failed. Exiting.")
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return False
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# Run individual component tests
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tests = [
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("Data Source Registry", test_data_source_registry, registry),
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("Data Source Validation", test_data_source_validation, registry),
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("Prompt Builder", test_prompt_builder, prompt_builder),
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("Quality Gates", test_quality_gates, quality_manager),
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("Evolution Manager", test_evolution_manager, evolution_manager),
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("Framework Integration", test_framework_integration, registry, prompt_builder, quality_manager, evolution_manager),
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("Scalability Features", test_scalability_features, registry, evolution_manager)
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]
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results = []
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for test_name, test_func, *args in tests:
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try:
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result = await test_func(*args)
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results.append((test_name, result))
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except Exception as e:
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print(f"❌ {test_name} test failed with exception: {e}")
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results.append((test_name, False))
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# Print test summary
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print("\n" + "=" * 80)
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print("📋 Test Results Summary:")
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passed = 0
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total = len(results)
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for test_name, result in results:
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status = "✅ PASSED" if result else "❌ FAILED"
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print(f" {status} - {test_name}")
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if result:
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passed += 1
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print(f"\n🎯 Overall Results: {passed}/{total} tests passed")
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if passed == total:
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print("🎉 All tests passed! Framework is working correctly.")
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print("\n✅ Framework Features Verified:")
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print(" - Scalable data source management")
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print(" - Strategy-aware prompt building")
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print(" - Quality gate integration")
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print(" - Evolution management")
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print(" - Framework integration")
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print(" - Scalability and extensibility")
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return True
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else:
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print("⚠️ Some tests failed. Please check the implementation.")
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return False
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if __name__ == "__main__":
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# Run the tests
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success = asyncio.run(main())
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sys.exit(0 if success else 1)
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