| import asyncio |
| import aiohttp |
| import json |
| import time |
| import os |
| from typing import Optional, Dict, Any |
| from pydantic import BaseModel, HttpUrl |
|
|
| class NBCNewsAPITest: |
| def __init__(self, base_url: str = "http://localhost:8000"): |
| self.base_url = base_url |
| self.session = None |
|
|
| async def __aenter__(self): |
| self.session = aiohttp.ClientSession() |
| return self |
|
|
| async def __aexit__(self, exc_type, exc_val, exc_tb): |
| if self.session: |
| await self.session.close() |
|
|
| async def submit_crawl(self, request_data: Dict[str, Any]) -> str: |
| async with self.session.post(f"{self.base_url}/crawl", json=request_data) as response: |
| result = await response.json() |
| return result["task_id"] |
|
|
| async def get_task_status(self, task_id: str) -> Dict[str, Any]: |
| async with self.session.get(f"{self.base_url}/task/{task_id}") as response: |
| return await response.json() |
|
|
| async def wait_for_task(self, task_id: str, timeout: int = 300, poll_interval: int = 2) -> Dict[str, Any]: |
| start_time = time.time() |
| while True: |
| if time.time() - start_time > timeout: |
| raise TimeoutError(f"Task {task_id} did not complete within {timeout} seconds") |
|
|
| status = await self.get_task_status(task_id) |
| if status["status"] in ["completed", "failed"]: |
| return status |
|
|
| await asyncio.sleep(poll_interval) |
|
|
| async def check_health(self) -> Dict[str, Any]: |
| async with self.session.get(f"{self.base_url}/health") as response: |
| return await response.json() |
|
|
| async def test_basic_crawl(): |
| print("\n=== Testing Basic Crawl ===") |
| async with NBCNewsAPITest() as api: |
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 10 |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| print(f"Basic crawl result length: {len(result['result']['markdown'])}") |
| assert result["status"] == "completed" |
| assert "result" in result |
| assert result["result"]["success"] |
|
|
| async def test_js_execution(): |
| print("\n=== Testing JS Execution ===") |
| async with NBCNewsAPITest() as api: |
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 8, |
| "js_code": [ |
| "const loadMoreButton = Array.from(document.querySelectorAll('button')).find(button => button.textContent.includes('Load More')); loadMoreButton && loadMoreButton.click();" |
| ], |
| "wait_for": "article.tease-card:nth-child(10)", |
| "crawler_params": { |
| "headless": True |
| } |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| print(f"JS execution result length: {len(result['result']['markdown'])}") |
| assert result["status"] == "completed" |
| assert result["result"]["success"] |
|
|
| async def test_css_selector(): |
| print("\n=== Testing CSS Selector ===") |
| async with NBCNewsAPITest() as api: |
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 7, |
| "css_selector": ".wide-tease-item__description" |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| print(f"CSS selector result length: {len(result['result']['markdown'])}") |
| assert result["status"] == "completed" |
| assert result["result"]["success"] |
|
|
| async def test_structured_extraction(): |
| print("\n=== Testing Structured Extraction ===") |
| async with NBCNewsAPITest() as api: |
| schema = { |
| "name": "NBC News Articles", |
| "baseSelector": "article.tease-card", |
| "fields": [ |
| { |
| "name": "title", |
| "selector": "h2", |
| "type": "text" |
| }, |
| { |
| "name": "description", |
| "selector": ".tease-card__description", |
| "type": "text" |
| }, |
| { |
| "name": "link", |
| "selector": "a", |
| "type": "attribute", |
| "attribute": "href" |
| } |
| ] |
| } |
| |
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 9, |
| "extraction_config": { |
| "type": "json_css", |
| "params": { |
| "schema": schema |
| } |
| } |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| extracted = json.loads(result["result"]["extracted_content"]) |
| print(f"Extracted {len(extracted)} articles") |
| assert result["status"] == "completed" |
| assert result["result"]["success"] |
| assert len(extracted) > 0 |
|
|
| async def test_batch_crawl(): |
| print("\n=== Testing Batch Crawl ===") |
| async with NBCNewsAPITest() as api: |
| request = { |
| "urls": [ |
| "https://www.nbcnews.com/business", |
| "https://www.nbcnews.com/business/consumer", |
| "https://www.nbcnews.com/business/economy" |
| ], |
| "priority": 6, |
| "crawler_params": { |
| "headless": True |
| } |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| print(f"Batch crawl completed, got {len(result['results'])} results") |
| assert result["status"] == "completed" |
| assert "results" in result |
| assert len(result["results"]) == 3 |
|
|
| async def test_llm_extraction(): |
| print("\n=== Testing LLM Extraction with Ollama ===") |
| async with NBCNewsAPITest() as api: |
| schema = { |
| "type": "object", |
| "properties": { |
| "article_title": { |
| "type": "string", |
| "description": "The main title of the news article" |
| }, |
| "summary": { |
| "type": "string", |
| "description": "A brief summary of the article content" |
| }, |
| "main_topics": { |
| "type": "array", |
| "items": {"type": "string"}, |
| "description": "Main topics or themes discussed in the article" |
| } |
| }, |
| "required": ["article_title", "summary", "main_topics"] |
| } |
|
|
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 8, |
| "extraction_config": { |
| "type": "llm", |
| "params": { |
| "provider": "openai/gpt-4o-mini", |
| "api_key": os.getenv("OLLAMA_API_KEY"), |
| "schema": schema, |
| "extraction_type": "schema", |
| "instruction": """Extract the main article information including title, a brief summary, and main topics discussed. |
| Focus on the primary business news article on the page.""" |
| } |
| }, |
| "crawler_params": { |
| "headless": True, |
| "word_count_threshold": 1 |
| } |
| } |
| |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| |
| if result["status"] == "completed": |
| extracted = json.loads(result["result"]["extracted_content"]) |
| print(f"Extracted article analysis:") |
| print(json.dumps(extracted, indent=2)) |
| |
| assert result["status"] == "completed" |
| assert result["result"]["success"] |
|
|
| async def test_screenshot(): |
| print("\n=== Testing Screenshot ===") |
| async with NBCNewsAPITest() as api: |
| request = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 5, |
| "screenshot": True, |
| "crawler_params": { |
| "headless": True |
| } |
| } |
| task_id = await api.submit_crawl(request) |
| result = await api.wait_for_task(task_id) |
| print("Screenshot captured:", bool(result["result"]["screenshot"])) |
| assert result["status"] == "completed" |
| assert result["result"]["success"] |
| assert result["result"]["screenshot"] is not None |
|
|
| async def test_priority_handling(): |
| print("\n=== Testing Priority Handling ===") |
| async with NBCNewsAPITest() as api: |
| |
| low_priority = { |
| "urls": "https://www.nbcnews.com/business", |
| "priority": 1, |
| "crawler_params": {"headless": True} |
| } |
| low_task_id = await api.submit_crawl(low_priority) |
|
|
| |
| high_priority = { |
| "urls": "https://www.nbcnews.com/business/consumer", |
| "priority": 10, |
| "crawler_params": {"headless": True} |
| } |
| high_task_id = await api.submit_crawl(high_priority) |
|
|
| |
| high_result = await api.wait_for_task(high_task_id) |
| low_result = await api.wait_for_task(low_task_id) |
|
|
| print("Both tasks completed") |
| assert high_result["status"] == "completed" |
| assert low_result["status"] == "completed" |
|
|
| async def main(): |
| try: |
| |
| async with NBCNewsAPITest() as api: |
| health = await api.check_health() |
| print("Server health:", health) |
|
|
| |
| |
| |
| |
| |
| await test_llm_extraction() |
| |
| |
| |
|
|
| except Exception as e: |
| print(f"Test failed: {str(e)}") |
| raise |
|
|
| if __name__ == "__main__": |
| asyncio.run(main()) |