- Test all methods
- Update index.hml - Update Readme - Resolve some bugs
This commit is contained in:
0
tests/__init__.py
Normal file
0
tests/__init__.py
Normal file
111
tests/test_web_crawler.py
Normal file
111
tests/test_web_crawler.py
Normal file
@@ -0,0 +1,111 @@
|
||||
import unittest, os
|
||||
from crawl4ai.web_crawler import WebCrawler
|
||||
from crawl4ai.chunking_strategy import RegexChunking, FixedLengthWordChunking, SlidingWindowChunking
|
||||
from crawl4ai.extraction_strategy import CosineStrategy, LLMExtractionStrategy, TopicExtractionStrategy, NoExtractionStrategy
|
||||
|
||||
class TestWebCrawler(unittest.TestCase):
|
||||
|
||||
def setUp(self):
|
||||
self.crawler = WebCrawler()
|
||||
|
||||
def test_warmup(self):
|
||||
self.crawler.warmup()
|
||||
self.assertTrue(self.crawler.ready, "WebCrawler failed to warm up")
|
||||
|
||||
def test_run_default_strategies(self):
|
||||
result = self.crawler.run(
|
||||
url='https://www.nbcnews.com/business',
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=RegexChunking(),
|
||||
extraction_strategy=CosineStrategy(), bypass_cache=True
|
||||
)
|
||||
self.assertTrue(result.success, "Failed to crawl and extract using default strategies")
|
||||
|
||||
def test_run_different_strategies(self):
|
||||
url = 'https://www.nbcnews.com/business'
|
||||
|
||||
# Test with FixedLengthWordChunking and LLMExtractionStrategy
|
||||
result = self.crawler.run(
|
||||
url=url,
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=FixedLengthWordChunking(chunk_size=100),
|
||||
extraction_strategy=LLMExtractionStrategy(provider="openai/gpt-3.5-turbo", api_token=os.getenv('OPENAI_API_KEY')), bypass_cache=True
|
||||
)
|
||||
self.assertTrue(result.success, "Failed to crawl and extract with FixedLengthWordChunking and LLMExtractionStrategy")
|
||||
|
||||
# Test with SlidingWindowChunking and TopicExtractionStrategy
|
||||
result = self.crawler.run(
|
||||
url=url,
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=SlidingWindowChunking(window_size=100, step=50),
|
||||
extraction_strategy=TopicExtractionStrategy(num_keywords=5), bypass_cache=True
|
||||
)
|
||||
self.assertTrue(result.success, "Failed to crawl and extract with SlidingWindowChunking and TopicExtractionStrategy")
|
||||
|
||||
def test_invalid_url(self):
|
||||
with self.assertRaises(Exception) as context:
|
||||
self.crawler.run(url='invalid_url', bypass_cache=True)
|
||||
self.assertIn("Invalid URL", str(context.exception))
|
||||
|
||||
def test_unsupported_extraction_strategy(self):
|
||||
with self.assertRaises(Exception) as context:
|
||||
self.crawler.run(url='https://www.nbcnews.com/business', extraction_strategy="UnsupportedStrategy", bypass_cache=True)
|
||||
self.assertIn("Unsupported extraction strategy", str(context.exception))
|
||||
|
||||
def test_invalid_css_selector(self):
|
||||
with self.assertRaises(ValueError) as context:
|
||||
self.crawler.run(url='https://www.nbcnews.com/business', css_selector="invalid_selector", bypass_cache=True)
|
||||
self.assertIn("Invalid CSS selector", str(context.exception))
|
||||
|
||||
|
||||
def test_crawl_with_cache_and_bypass_cache(self):
|
||||
url = 'https://www.nbcnews.com/business'
|
||||
|
||||
# First crawl with cache enabled
|
||||
result = self.crawler.run(url=url, bypass_cache=False)
|
||||
self.assertTrue(result.success, "Failed to crawl and cache the result")
|
||||
|
||||
# Second crawl with bypass_cache=True
|
||||
result = self.crawler.run(url=url, bypass_cache=True)
|
||||
self.assertTrue(result.success, "Failed to bypass cache and fetch fresh data")
|
||||
|
||||
def test_fetch_multiple_pages(self):
|
||||
urls = [
|
||||
'https://www.nbcnews.com/business',
|
||||
'https://www.bbc.com/news'
|
||||
]
|
||||
results = []
|
||||
for url in urls:
|
||||
result = self.crawler.run(
|
||||
url=url,
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=RegexChunking(),
|
||||
extraction_strategy=CosineStrategy(),
|
||||
bypass_cache=True
|
||||
)
|
||||
results.append(result)
|
||||
|
||||
self.assertEqual(len(results), 2, "Failed to crawl and extract multiple pages")
|
||||
for result in results:
|
||||
self.assertTrue(result.success, "Failed to crawl and extract a page in the list")
|
||||
|
||||
def test_run_fixed_length_word_chunking_and_no_extraction(self):
|
||||
result = self.crawler.run(
|
||||
url='https://www.nbcnews.com/business',
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=FixedLengthWordChunking(chunk_size=100),
|
||||
extraction_strategy=NoExtractionStrategy(), bypass_cache=True
|
||||
)
|
||||
self.assertTrue(result.success, "Failed to crawl and extract with FixedLengthWordChunking and NoExtractionStrategy")
|
||||
|
||||
def test_run_sliding_window_and_no_extraction(self):
|
||||
result = self.crawler.run(
|
||||
url='https://www.nbcnews.com/business',
|
||||
word_count_threshold=5,
|
||||
chunking_strategy=SlidingWindowChunking(window_size=100, step=50),
|
||||
extraction_strategy=NoExtractionStrategy(), bypass_cache=True
|
||||
)
|
||||
self.assertTrue(result.success, "Failed to crawl and extract with SlidingWindowChunking and NoExtractionStrategy")
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
Reference in New Issue
Block a user