0xWheatyz
44456cb073
Implements a database mode that stores LLM prompts and responses in PostgreSQL instead of making API calls. This enables: - Testing without consuming API credits - Collecting analytics on usage patterns - Development and debugging workflows Changes: - Added DatabaseClient class for PostgreSQL operations - Modified LLMAnalyzer to support database/API mode toggle - Added USE_DATABASE config flag to switch between modes - Included Docker Compose setup for PostgreSQL - Added utility scripts for database init and analytics viewing - Comprehensive documentation in DATABASE_MODE.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
88 lines
2.8 KiB
Python
88 lines
2.8 KiB
Python
#!/usr/bin/env python3
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"""Test script to verify database mode functionality.
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This script tests the LLMAnalyzer in database mode without requiring
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actual API keys or patent downloads.
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"""
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from SPARC.llm import LLMAnalyzer
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from SPARC.database import DatabaseClient
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from SPARC import config
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def test_database_mode():
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"""Test that database mode stores messages correctly."""
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print("Testing Database Mode")
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print("=" * 70)
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# Initialize analyzer in database mode
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print("\n1. Initializing LLMAnalyzer in database mode...")
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analyzer = LLMAnalyzer(use_database=True)
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print(f" - use_database: {analyzer.use_database}")
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print(f" - db_client: {analyzer.db_client is not None}")
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# Test single patent analysis
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print("\n2. Testing single patent analysis (database mode)...")
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result = analyzer.analyze_patent_content(
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patent_content="Test patent content about semiconductor innovation",
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company_name="TestCorp"
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)
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print(f" Result: {result}")
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# Test portfolio analysis
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print("\n3. Testing portfolio analysis (database mode)...")
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test_patents = [
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{"patent_id": "US001", "content": "First test patent"},
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{"patent_id": "US002", "content": "Second test patent"},
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]
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result = analyzer.analyze_patent_portfolio(
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patents_data=test_patents,
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company_name="TestCorp"
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)
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print(f" Result: {result}")
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# Verify messages were stored
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print("\n4. Verifying messages were stored...")
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db_client = DatabaseClient(config.database_url)
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messages = db_client.get_messages(company_name="TestCorp", limit=10)
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print(f" Found {len(messages)} stored messages")
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for msg in messages:
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print(f" - ID: {msg['id']}, Type: {msg['analysis_type']}, Timestamp: {msg['timestamp']}")
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# Get analytics
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print("\n5. Getting analytics...")
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analytics = db_client.get_analytics(days=1)
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print(f" Total messages: {analytics['total_messages']}")
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print(f" By company: {analytics['by_company']}")
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print(f" By type: {analytics['by_type']}")
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print("\n" + "=" * 70)
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print("Database mode test completed successfully!")
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def test_api_mode():
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"""Test that API mode initializes correctly."""
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print("\nTesting API Mode")
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print("=" * 70)
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print("\n1. Initializing LLMAnalyzer in API mode...")
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analyzer = LLMAnalyzer(use_database=False, test_mode=True)
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print(f" - use_database: {analyzer.use_database}")
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print(f" - test_mode: {analyzer.test_mode}")
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print("\n2. Testing single patent analysis (test mode)...")
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result = analyzer.analyze_patent_content(
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patent_content="Test patent content",
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company_name="TestCorp2"
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)
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print(f" Result: {result}")
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print("\n" + "=" * 70)
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print("API mode test completed successfully!")
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if __name__ == "__main__":
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test_database_mode()
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print("\n")
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test_api_mode()
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