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hermes-agent/tests/integration/test_web_tools.py

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#!/usr/bin/env python3
"""
Comprehensive Test Suite for Web Tools Module
This script tests all web tools functionality to ensure they work correctly.
Run this after any updates to the web_tools.py module or Firecrawl library.
Usage:
python test_web_tools.py # Run all tests
python test_web_tools.py --no-llm # Skip LLM processing tests
python test_web_tools.py --verbose # Show detailed output
Requirements:
- FIRECRAWL_API_KEY environment variable must be set
- An auxiliary LLM provider (OPENROUTER_API_KEY or Nous Portal auth) (optional, for LLM tests)
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"""
import pytest
pytestmark = pytest.mark.integration
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import json
import asyncio
import sys
import os
import argparse
from datetime import datetime
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from typing import List
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# Import the web tools to test (updated path after moving tools/)
from tools.web_tools import (
web_search_tool,
web_extract_tool,
web_crawl_tool,
check_firecrawl_api_key,
check_auxiliary_model,
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get_debug_session_info
)
class Colors:
"""ANSI color codes for terminal output"""
HEADER = '\033[95m'
BLUE = '\033[94m'
CYAN = '\033[96m'
GREEN = '\033[92m'
WARNING = '\033[93m'
FAIL = '\033[91m'
ENDC = '\033[0m'
BOLD = '\033[1m'
UNDERLINE = '\033[4m'
def print_header(text: str):
"""Print a formatted header"""
print(f"\n{Colors.HEADER}{Colors.BOLD}{'='*60}{Colors.ENDC}")
print(f"{Colors.HEADER}{Colors.BOLD}{text}{Colors.ENDC}")
print(f"{Colors.HEADER}{Colors.BOLD}{'='*60}{Colors.ENDC}")
def print_section(text: str):
"""Print a formatted section header"""
print(f"\n{Colors.CYAN}{Colors.BOLD}📌 {text}{Colors.ENDC}")
print(f"{Colors.CYAN}{'-'*50}{Colors.ENDC}")
def print_success(text: str):
"""Print success message"""
print(f"{Colors.GREEN}{text}{Colors.ENDC}")
def print_error(text: str):
"""Print error message"""
print(f"{Colors.FAIL}{text}{Colors.ENDC}")
def print_warning(text: str):
"""Print warning message"""
print(f"{Colors.WARNING}⚠️ {text}{Colors.ENDC}")
def print_info(text: str, indent: int = 0):
"""Print info message"""
indent_str = " " * indent
print(f"{indent_str}{Colors.BLUE} {text}{Colors.ENDC}")
class WebToolsTester:
"""Test suite for web tools"""
def __init__(self, verbose: bool = False, test_llm: bool = True):
self.verbose = verbose
self.test_llm = test_llm
self.test_results = {
"passed": [],
"failed": [],
"skipped": []
}
self.start_time = None
self.end_time = None
def log_result(self, test_name: str, status: str, details: str = ""):
"""Log test result"""
result = {
"test": test_name,
"status": status,
"details": details,
"timestamp": datetime.now().isoformat()
}
if status == "passed":
self.test_results["passed"].append(result)
print_success(f"{test_name}: {details}" if details else test_name)
elif status == "failed":
self.test_results["failed"].append(result)
print_error(f"{test_name}: {details}" if details else test_name)
elif status == "skipped":
self.test_results["skipped"].append(result)
print_warning(f"{test_name} skipped: {details}" if details else f"{test_name} skipped")
def test_environment(self) -> bool:
"""Test environment setup and API keys"""
print_section("Environment Check")
# Check Firecrawl API key
if not check_firecrawl_api_key():
self.log_result("Firecrawl API Key", "failed", "FIRECRAWL_API_KEY not set")
return False
else:
self.log_result("Firecrawl API Key", "passed", "Found")
# Check auxiliary LLM provider (optional)
if not check_auxiliary_model():
self.log_result("Auxiliary LLM", "skipped", "No auxiliary LLM provider available (LLM tests will be skipped)")
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self.test_llm = False
else:
self.log_result("Auxiliary LLM", "passed", "Found")
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# Check debug mode
debug_info = get_debug_session_info()
if debug_info["enabled"]:
print_info(f"Debug mode enabled - Session: {debug_info['session_id']}")
print_info(f"Debug log: {debug_info['log_path']}")
return True
def test_web_search(self) -> List[str]:
"""Test web search functionality"""
print_section("Test 1: Web Search")
test_queries = [
("Python web scraping tutorial", 5),
("Firecrawl API documentation", 3),
("inflammatory arthritis symptoms treatment", 8) # Test medical query from your example
]
extracted_urls = []
for query, limit in test_queries:
try:
print(f"\n Testing search: '{query}' (limit={limit})")
if self.verbose:
print(f" Calling web_search_tool(query='{query}', limit={limit})")
# Perform search
result = web_search_tool(query, limit)
# Parse result
try:
data = json.loads(result)
except json.JSONDecodeError as e:
self.log_result(f"Search: {query[:30]}...", "failed", f"Invalid JSON: {e}")
if self.verbose:
print(f" Raw response (first 500 chars): {result[:500]}...")
continue
if "error" in data:
self.log_result(f"Search: {query[:30]}...", "failed", f"API error: {data['error']}")
continue
# Check structure
if "success" not in data or "data" not in data:
self.log_result(f"Search: {query[:30]}...", "failed", "Missing success or data fields")
if self.verbose:
print(f" Response keys: {list(data.keys())}")
continue
web_results = data.get("data", {}).get("web", [])
if not web_results:
self.log_result(f"Search: {query[:30]}...", "failed", "Empty web results array")
if self.verbose:
print(f" data.web content: {data.get('data', {}).get('web')}")
continue
# Validate each result
valid_results = 0
missing_fields = []
for i, result in enumerate(web_results):
required_fields = ["url", "title", "description"]
has_all_fields = all(key in result for key in required_fields)
if has_all_fields:
valid_results += 1
# Collect URLs for extraction test
if len(extracted_urls) < 3:
extracted_urls.append(result["url"])
if self.verbose:
print(f" Result {i+1}: ✓ {result['title'][:50]}...")
print(f" URL: {result['url'][:60]}...")
else:
missing = [f for f in required_fields if f not in result]
missing_fields.append(f"Result {i+1} missing: {missing}")
if self.verbose:
print(f" Result {i+1}: ✗ Missing fields: {missing}")
# Log results
if valid_results == len(web_results):
self.log_result(
f"Search: {query[:30]}...",
"passed",
f"All {valid_results} results valid"
)
else:
self.log_result(
f"Search: {query[:30]}...",
"failed",
f"Only {valid_results}/{len(web_results)} valid. Issues: {'; '.join(missing_fields[:3])}"
)
except Exception as e:
self.log_result(f"Search: {query[:30]}...", "failed", f"Exception: {type(e).__name__}: {str(e)}")
if self.verbose:
import traceback
print(f" Traceback: {traceback.format_exc()}")
if self.verbose and extracted_urls:
print(f"\n URLs collected for extraction test: {len(extracted_urls)}")
for url in extracted_urls:
print(f" - {url}")
return extracted_urls
async def test_web_extract(self, urls: List[str] = None):
"""Test web content extraction"""
print_section("Test 2: Web Extract (without LLM)")
# Use provided URLs or defaults
if not urls:
urls = [
"https://docs.firecrawl.dev/introduction",
"https://www.python.org/about/"
]
print(f" Using default URLs for testing")
else:
print(f" Using {len(urls)} URLs from search results")
# Test extraction
if urls:
try:
test_urls = urls[:2] # Test with max 2 URLs
print(f"\n Extracting content from {len(test_urls)} URL(s)...")
for url in test_urls:
print(f" - {url}")
if self.verbose:
print(f" Calling web_extract_tool(urls={test_urls}, format='markdown', use_llm_processing=False)")
result = await web_extract_tool(
test_urls,
format="markdown",
use_llm_processing=False
)
# Parse result
try:
data = json.loads(result)
except json.JSONDecodeError as e:
self.log_result("Extract (no LLM)", "failed", f"Invalid JSON: {e}")
if self.verbose:
print(f" Raw response (first 500 chars): {result[:500]}...")
return
if "error" in data:
self.log_result("Extract (no LLM)", "failed", f"API error: {data['error']}")
return
results = data.get("results", [])
if not results:
self.log_result("Extract (no LLM)", "failed", "No results in response")
if self.verbose:
print(f" Response keys: {list(data.keys())}")
return
# Validate each result
valid_results = 0
failed_results = 0
total_content_length = 0
extraction_details = []
for i, result in enumerate(results):
title = result.get("title", "No title")
content = result.get("content", "")
error = result.get("error")
if error:
failed_results += 1
extraction_details.append(f"Page {i+1}: ERROR - {error}")
if self.verbose:
print(f" Page {i+1}: ✗ Error - {error}")
elif content:
content_len = len(content)
total_content_length += content_len
valid_results += 1
extraction_details.append(f"Page {i+1}: {title[:40]}... ({content_len} chars)")
if self.verbose:
print(f" Page {i+1}: ✓ {title[:50]}... - {content_len} characters")
print(f" First 100 chars: {content[:100]}...")
else:
extraction_details.append(f"Page {i+1}: {title[:40]}... (EMPTY)")
if self.verbose:
print(f" Page {i+1}: ⚠ {title[:50]}... - Empty content")
# Log results
if valid_results > 0:
self.log_result(
"Extract (no LLM)",
"passed",
f"{valid_results}/{len(results)} pages extracted, {total_content_length} total chars"
)
else:
self.log_result(
"Extract (no LLM)",
"failed",
f"No valid content. {failed_results} errors, {len(results) - failed_results} empty"
)
if self.verbose:
print(f"\n Extraction details:")
for detail in extraction_details:
print(f" {detail}")
except Exception as e:
self.log_result("Extract (no LLM)", "failed", f"Exception: {type(e).__name__}: {str(e)}")
if self.verbose:
import traceback
print(f" Traceback: {traceback.format_exc()}")
async def test_web_extract_with_llm(self, urls: List[str] = None):
"""Test web extraction with LLM processing"""
print_section("Test 3: Web Extract (with Gemini LLM)")
if not self.test_llm:
self.log_result("Extract (with LLM)", "skipped", "LLM testing disabled")
return
# Use a URL likely to have substantial content
test_url = urls[0] if urls else "https://docs.firecrawl.dev/features/scrape"
try:
print(f"\n Extracting and processing: {test_url}")
result = await web_extract_tool(
[test_url],
format="markdown",
use_llm_processing=True,
min_length=1000 # Lower threshold for testing
)
data = json.loads(result)
if "error" in data:
self.log_result("Extract (with LLM)", "failed", data["error"])
return
results = data.get("results", [])
if not results:
self.log_result("Extract (with LLM)", "failed", "No results returned")
return
result = results[0]
content = result.get("content", "")
if content:
content_len = len(content)
# Check if content was actually processed (should be shorter than typical raw content)
if content_len > 0:
self.log_result(
"Extract (with LLM)",
"passed",
f"Content processed: {content_len} chars"
)
if self.verbose:
print(f"\n First 300 chars of processed content:")
print(f" {content[:300]}...")
else:
self.log_result("Extract (with LLM)", "failed", "No content after processing")
else:
self.log_result("Extract (with LLM)", "failed", "No content field in result")
except json.JSONDecodeError as e:
self.log_result("Extract (with LLM)", "failed", f"Invalid JSON: {e}")
except Exception as e:
self.log_result("Extract (with LLM)", "failed", str(e))
async def test_web_crawl(self):
"""Test web crawling functionality"""
print_section("Test 4: Web Crawl")
test_sites = [
("https://docs.firecrawl.dev", None, 2), # Test docs site
("https://firecrawl.dev", None, 3), # Test main site
]
for url, instructions, expected_min_pages in test_sites:
try:
print(f"\n Testing crawl of: {url}")
if instructions:
print(f" Instructions: {instructions}")
else:
print(f" No instructions (general crawl)")
print(f" Expected minimum pages: {expected_min_pages}")
# Show what's being called
if self.verbose:
print(f" Calling web_crawl_tool(url='{url}', instructions={instructions}, use_llm_processing=False)")
result = await web_crawl_tool(
url,
instructions=instructions,
use_llm_processing=False # Disable LLM for faster testing
)
# Check if result is valid JSON
try:
data = json.loads(result)
except json.JSONDecodeError as e:
self.log_result(f"Crawl: {url}", "failed", f"Invalid JSON response: {e}")
if self.verbose:
print(f" Raw response (first 500 chars): {result[:500]}...")
continue
# Check for errors
if "error" in data:
self.log_result(f"Crawl: {url}", "failed", f"API error: {data['error']}")
continue
# Get results
results = data.get("results", [])
if not results:
self.log_result(f"Crawl: {url}", "failed", "No pages in results array")
if self.verbose:
print(f" Full response: {json.dumps(data, indent=2)[:1000]}...")
continue
# Analyze pages
valid_pages = 0
empty_pages = 0
total_content = 0
page_details = []
for i, page in enumerate(results):
content = page.get("content", "")
title = page.get("title", "Untitled")
error = page.get("error")
if error:
page_details.append(f"Page {i+1}: ERROR - {error}")
elif content:
valid_pages += 1
content_len = len(content)
total_content += content_len
page_details.append(f"Page {i+1}: {title[:40]}... ({content_len} chars)")
else:
empty_pages += 1
page_details.append(f"Page {i+1}: {title[:40]}... (EMPTY)")
# Show detailed results if verbose
if self.verbose:
print(f"\n Crawl Results:")
print(f" Total pages returned: {len(results)}")
print(f" Valid pages (with content): {valid_pages}")
print(f" Empty pages: {empty_pages}")
print(f" Total content size: {total_content} characters")
print(f"\n Page Details:")
for detail in page_details[:10]: # Show first 10 pages
print(f" - {detail}")
if len(page_details) > 10:
print(f" ... and {len(page_details) - 10} more pages")
# Determine pass/fail
if valid_pages >= expected_min_pages:
self.log_result(
f"Crawl: {url}",
"passed",
f"{valid_pages}/{len(results)} valid pages, {total_content} chars total"
)
else:
self.log_result(
f"Crawl: {url}",
"failed",
f"Only {valid_pages} valid pages (expected >= {expected_min_pages}), {empty_pages} empty, {len(results)} total"
)
except Exception as e:
self.log_result(f"Crawl: {url}", "failed", f"Exception: {type(e).__name__}: {str(e)}")
if self.verbose:
import traceback
print(f" Traceback:")
print(" " + "\n ".join(traceback.format_exc().split("\n")))
async def run_all_tests(self):
"""Run all tests"""
self.start_time = datetime.now()
print_header("WEB TOOLS TEST SUITE")
print(f"Started at: {self.start_time.strftime('%Y-%m-%d %H:%M:%S')}")
# Test environment
if not self.test_environment():
print_error("\nCannot proceed without required API keys!")
return False
# Test search and collect URLs
urls = self.test_web_search()
# Test extraction
await self.test_web_extract(urls if urls else None)
# Test extraction with LLM
if self.test_llm:
await self.test_web_extract_with_llm(urls if urls else None)
# Test crawling
await self.test_web_crawl()
# Print summary
self.end_time = datetime.now()
duration = (self.end_time - self.start_time).total_seconds()
print_header("TEST SUMMARY")
print(f"Duration: {duration:.2f} seconds")
print(f"\n{Colors.GREEN}Passed: {len(self.test_results['passed'])}{Colors.ENDC}")
print(f"{Colors.FAIL}Failed: {len(self.test_results['failed'])}{Colors.ENDC}")
print(f"{Colors.WARNING}Skipped: {len(self.test_results['skipped'])}{Colors.ENDC}")
# List failed tests
if self.test_results["failed"]:
print(f"\n{Colors.FAIL}{Colors.BOLD}Failed Tests:{Colors.ENDC}")
for test in self.test_results["failed"]:
print(f" - {test['test']}: {test['details']}")
# Save results to file
self.save_results()
return len(self.test_results["failed"]) == 0
def save_results(self):
"""Save test results to a JSON file"""
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
filename = f"test_results_web_tools_{timestamp}.json"
results = {
"test_suite": "Web Tools",
"start_time": self.start_time.isoformat() if self.start_time else None,
"end_time": self.end_time.isoformat() if self.end_time else None,
"duration_seconds": (self.end_time - self.start_time).total_seconds() if self.start_time and self.end_time else None,
"summary": {
"passed": len(self.test_results["passed"]),
"failed": len(self.test_results["failed"]),
"skipped": len(self.test_results["skipped"])
},
"results": self.test_results,
"environment": {
"firecrawl_api_key": check_firecrawl_api_key(),
"nous_api_key": check_auxiliary_model(),
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"debug_mode": get_debug_session_info()["enabled"]
}
}
try:
with open(filename, 'w') as f:
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json.dump(results, f, indent=2, ensure_ascii=False)
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print_info(f"Test results saved to: {filename}")
except Exception as e:
print_warning(f"Failed to save results: {e}")
async def main():
"""Main entry point"""
parser = argparse.ArgumentParser(description="Test Web Tools Module")
parser.add_argument("--no-llm", action="store_true", help="Skip LLM processing tests")
parser.add_argument("--verbose", "-v", action="store_true", help="Show detailed output")
parser.add_argument("--debug", action="store_true", help="Enable debug mode for web tools")
args = parser.parse_args()
# Set debug mode if requested
if args.debug:
os.environ["WEB_TOOLS_DEBUG"] = "true"
print_info("Debug mode enabled for web tools")
# Create tester
tester = WebToolsTester(
verbose=args.verbose,
test_llm=not args.no_llm
)
# Run tests
success = await tester.run_all_tests()
# Exit with appropriate code
sys.exit(0 if success else 1)
if __name__ == "__main__":
asyncio.run(main())