#!/usr/bin/env python3
"""Test discovery tools with real API."""
import asyncio
import json
import os
from datetime import datetime
from src.mcp_server.config.settings import Settings
from src.mcp_server.tools.utils.api_client import SimplerGrantsAPIClient
from src.mcp_server.tools.utils.cache_manager import InMemoryCache
from src.mcp_server.tools.discovery.agency_landscape_tool import (
analyze_agency_portfolio,
identify_cross_agency_patterns,
format_agency_landscape_report,
)
from src.mcp_server.tools.discovery.funding_trend_scanner_tool import (
analyze_temporal_trends,
identify_funding_patterns,
detect_emerging_topics,
format_funding_trends_report,
)
from src.mcp_server.models.grants_schemas import GrantsAPIResponse
async def test_opportunity_discovery():
"""Test the opportunity discovery tool."""
print("\n" + "=" * 60)
print("Testing Opportunity Discovery Tool")
print("=" * 60)
api_key = os.getenv("SIMPLER_GRANTS_API_KEY", "test_key")
settings = Settings(api_key=api_key)
api_client = SimplerGrantsAPIClient(
api_key=settings.api_key,
base_url=settings.api_base_url
)
try:
# Search for AI-related grants
filters = {
"opportunity_status": {"one_of": ["posted"]},
"keywords": "artificial intelligence"
}
print("\nSearching for AI-related grants...")
response = await api_client.search_opportunities(
filters=filters,
pagination={"page_size": 5, "page_offset": 1}
)
api_response = GrantsAPIResponse(**response)
opportunities = api_response.get_opportunities()
print(f"Found {len(opportunities)} opportunities")
for opp in opportunities[:3]:
print(f"\n• {opp.opportunity_title}")
print(f" Agency: {opp.agency_name}")
print(f" Status: {opp.opportunity_status}")
if opp.summary.award_ceiling:
print(f" Max Award: ${opp.summary.award_ceiling:,.0f}")
print("\n✅ Opportunity Discovery tool working correctly")
except Exception as e:
print(f"❌ Error testing opportunity discovery: {e}")
finally:
await api_client.close()
async def test_agency_landscape():
"""Test the agency landscape tool."""
print("\n" + "=" * 60)
print("Testing Agency Landscape Tool")
print("=" * 60)
api_key = os.getenv("SIMPLER_GRANTS_API_KEY", "test_key")
settings = Settings(api_key=api_key)
api_client = SimplerGrantsAPIClient(
api_key=settings.api_key,
base_url=settings.api_base_url
)
try:
# Get top agencies
print("\nFetching agency information...")
agency_response = await api_client.search_agencies(
filters={},
pagination={"page_size": 5, "page_offset": 1}
)
api_response = GrantsAPIResponse(**agency_response)
agencies = api_response.get_agencies()
print(f"Found {len(agencies)} agencies")
# Analyze first agency's portfolio
if agencies:
agency = agencies[0]
print(f"\nAnalyzing portfolio for {agency.agency_name} ({agency.agency_code})...")
# Get opportunities for this agency
opp_response = await api_client.search_opportunities(
filters={
"agency_code": agency.agency_code,
"opportunity_status": {"one_of": ["posted"]}
},
pagination={"page_size": 10, "page_offset": 1}
)
opp_api_response = GrantsAPIResponse(**opp_response)
opportunities = opp_api_response.get_opportunities()
if opportunities:
portfolio = analyze_agency_portfolio(agency.agency_code, opportunities)
print(f"\nPortfolio Analysis:")
print(f" Total Opportunities: {portfolio['total_opportunities']}")
print(f" Categories: {list(portfolio['category_breakdown'].keys())[:3]}")
if portfolio['funding_stats']['average_award_ceiling']:
print(f" Avg Award Ceiling: ${portfolio['funding_stats']['average_award_ceiling']:,.0f}")
print("\n✅ Agency Landscape tool working correctly")
except Exception as e:
print(f"❌ Error testing agency landscape: {e}")
finally:
await api_client.close()
async def test_funding_trends():
"""Test the funding trend scanner tool."""
print("\n" + "=" * 60)
print("Testing Funding Trend Scanner Tool")
print("=" * 60)
api_key = os.getenv("SIMPLER_GRANTS_API_KEY", "test_key")
settings = Settings(api_key=api_key)
api_client = SimplerGrantsAPIClient(
api_key=settings.api_key,
base_url=settings.api_base_url
)
try:
# Get recent opportunities for trend analysis
print("\nFetching recent opportunities for trend analysis...")
filters = {
"opportunity_status": {"one_of": ["posted"]},
}
response = await api_client.search_opportunities(
filters=filters,
pagination={"page_size": 50, "page_offset": 1}
)
api_response = GrantsAPIResponse(**response)
opportunities = api_response.get_opportunities()
print(f"Analyzing {len(opportunities)} opportunities...")
# Perform trend analyses
temporal_trends = analyze_temporal_trends(opportunities, 90)
funding_patterns = identify_funding_patterns(opportunities)
emerging_topics = detect_emerging_topics(opportunities)
print("\nTrend Analysis Results:")
# Temporal trends
if temporal_trends["deadline_distribution"]:
print("\nUpcoming Deadlines:")
for period, count in temporal_trends["deadline_distribution"].items():
print(f" • {period}: {count} opportunities")
# Funding patterns
if funding_patterns["funding_tier_summary"]:
print("\nFunding Tier Distribution:")
for tier, count in funding_patterns["funding_tier_summary"].items():
if count > 0:
print(f" • {tier.capitalize()}: {count} opportunities")
# High-value opportunities
if funding_patterns["high_value_opportunities"]:
print("\nTop High-Value Opportunities:")
for opp in funding_patterns["high_value_opportunities"][:3]:
print(f" • {opp['title'][:50]}...")
print(f" Total: ${opp['total_funding']:,.0f}")
# Emerging topics
if emerging_topics["emerging_themes"]:
print("\nEmerging Themes:")
for theme in emerging_topics["emerging_themes"][:3]:
print(f" • {theme['theme'].title()}: {theme['frequency']} occurrences")
print("\n✅ Funding Trend Scanner tool working correctly")
except Exception as e:
print(f"❌ Error testing funding trends: {e}")
finally:
await api_client.close()
async def test_cache_functionality():
"""Test cache functionality with tools."""
print("\n" + "=" * 60)
print("Testing Cache Functionality")
print("=" * 60)
cache = InMemoryCache(ttl=300)
# Test cache operations
print("\nTesting cache operations...")
# Set a test value
test_key = cache.generate_cache_key("test", param1="value1", param2=123)
test_data = {"result": "test data", "timestamp": datetime.now().isoformat()}
cache.set(test_key, test_data)
print(f"✓ Cached data with key: {test_key[:50]}...")
# Retrieve the value
cached_value = cache.get(test_key)
if cached_value == test_data:
print("✓ Successfully retrieved cached data")
# Check cache stats
stats = cache.get_stats()
print(f"\nCache Statistics:")
print(f" • Items: {stats.get('items', 'N/A')}")
print(f" • Size: {stats.get('size_bytes', 'N/A')} bytes")
if 'hit_rate' in stats:
print(f" • Hit Rate: {stats['hit_rate']:.1%}")
if 'miss_rate' in stats:
print(f" • Miss Rate: {stats['miss_rate']:.1%}")
print("\n✅ Cache functionality working correctly")
async def main():
"""Run all tests."""
print("\n" + "🚀" * 30)
print("Testing Discovery Tools with Real API")
print("🚀" * 30)
# Check for API key
if not os.getenv("SIMPLER_GRANTS_API_KEY"):
print("\n⚠️ Warning: SIMPLER_GRANTS_API_KEY not set")
print(" Some tests may fail or return limited results")
# Run tests
await test_opportunity_discovery()
await test_agency_landscape()
await test_funding_trends()
await test_cache_functionality()
print("\n" + "=" * 60)
print("All tests completed!")
print("=" * 60)
if __name__ == "__main__":
asyncio.run(main())
