selfevolveagent / evoagentx /tools /request_base.py
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import requests
import json
import os
from typing import Dict, Any, Optional, Union
from urllib.parse import urljoin
from bs4 import BeautifulSoup
import html2text
import time
from ..core.module import BaseModule
class RequestBase(BaseModule):
"""
Base class for handling HTTP requests, parsing content, and saving data.
This class provides common functionality for web scraping and HTTP operations.
"""
def __init__(self, timeout: int = 30, max_retries: int = 3, delay_between_requests: float = 1.0):
"""
Initialize the RequestBase with configuration options.
Args:
timeout: Request timeout in seconds
max_retries: Maximum number of retry attempts
delay_between_requests: Delay between requests in seconds
"""
super().__init__()
self.timeout = timeout
self.max_retries = max_retries
self.delay_between_requests = delay_between_requests
self.session = requests.Session()
# Initialize html2text converter
self.html_converter = html2text.HTML2Text()
self.html_converter.ignore_links = False
self.html_converter.ignore_images = False
self.html_converter.body_width = 0 # Don't wrap lines
# Default headers to appear more like a real browser
self.session.headers.update({
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
})
def request(self, url: str, method: str = 'GET', headers: Optional[Dict[str, str]] = None,
params: Optional[Dict[str, Any]] = None, data: Optional[Dict[str, Any]] = None,
json_data: Optional[Dict[str, Any]] = None) -> requests.Response:
"""
Make an HTTP request with retry logic and error handling.
Args:
url: The URL to request
method: HTTP method (GET, POST, PUT, DELETE, etc.)
headers: Additional headers to include
params: URL parameters
data: Form data to send
json_data: JSON data to send
Returns:
requests.Response object
Raises:
requests.RequestException: If request fails after all retries
"""
if headers:
request_headers = {**self.session.headers, **headers}
else:
request_headers = self.session.headers
for attempt in range(self.max_retries):
try:
response = self.session.request(
method=method.upper(),
url=url,
headers=request_headers,
params=params,
data=data,
json=json_data,
timeout=self.timeout
)
response.raise_for_status() # Raise an exception for bad status codes
# Add delay between requests to be respectful
if attempt < self.max_retries - 1:
time.sleep(self.delay_between_requests)
return response
except requests.RequestException as e:
if attempt == self.max_retries - 1:
raise e
time.sleep(self.delay_between_requests * (attempt + 1)) # Exponential backoff
def parse_html(self, html_content: str) -> BeautifulSoup:
"""
Parse HTML content using BeautifulSoup.
Args:
html_content: Raw HTML content
Returns:
BeautifulSoup object for parsing
"""
return BeautifulSoup(html_content, 'html.parser')
def parse_json(self, json_content: str) -> Dict[str, Any]:
"""
Parse JSON content.
Args:
json_content: Raw JSON content
Returns:
Parsed JSON as dictionary
"""
return json.loads(json_content)
def extract_text(self, html_content: str, selector: Optional[str] = None) -> str:
"""
Extract text content from HTML using html2text.
Args:
html_content: Raw HTML content
selector: CSS selector to extract specific elements (optional)
Returns:
Extracted text content
"""
if selector:
soup = self.parse_html(html_content)
elements = soup.select(selector)
combined_html = '\n'.join([str(elem) for elem in elements])
return self.html_converter.handle(combined_html)
else:
return self.html_converter.handle(html_content)
def extract_links(self, html_content: str, base_url: str = None) -> list:
"""
Extract all links from HTML content.
Args:
html_content: Raw HTML content
base_url: Base URL to resolve relative links
Returns:
List of extracted URLs
"""
soup = self.parse_html(html_content)
links = []
for link in soup.find_all('a', href=True):
href = link['href']
if base_url and not href.startswith(('http://', 'https://', 'mailto:', 'tel:')):
href = urljoin(base_url, href)
links.append(href)
return links
def save_content(self, content: Union[str, Dict[str, Any], bytes], file_path: str,
content_type: str = 'text') -> bool:
"""
Save content to a file.
Args:
content: Content to save (string, dictionary, or bytes)
file_path: Path where to save the file
content_type: Type of content ('text', 'json', 'html', 'pdf', 'binary')
Returns:
True if successful, False otherwise
"""
try:
# Create directory if it doesn't exist
os.makedirs(os.path.dirname(file_path), exist_ok=True)
if content_type.lower() == 'json':
with open(file_path, 'w', encoding='utf-8') as f:
json.dump(content, f, indent=2, ensure_ascii=False)
elif content_type.lower() in ['pdf', 'binary'] or isinstance(content, bytes):
with open(file_path, 'wb') as f:
if isinstance(content, bytes):
f.write(content)
else:
f.write(str(content).encode('utf-8'))
else:
with open(file_path, 'w', encoding='utf-8') as f:
f.write(str(content))
return True
except Exception as e:
print(f"Error saving content to {file_path}: {e}")
return False
def get_page_info(self, url: str) -> Dict[str, Any]:
"""
Get basic information about a webpage.
Args:
url: URL to analyze
Returns:
Dictionary containing page information
"""
try:
response = self.request(url)
soup = self.parse_html(response.text)
# Extract basic page information
info = {
'url': url,
'status_code': response.status_code,
'title': soup.title.string if soup.title else '',
'content_type': response.headers.get('content-type', ''),
'content_length': len(response.text),
'links_count': len(soup.find_all('a', href=True)),
'images_count': len(soup.find_all('img')),
}
# Extract meta description
meta_desc = soup.find('meta', attrs={'name': 'description'})
if meta_desc:
info['description'] = meta_desc.get('content', '')
return info
except Exception as e:
return {'error': str(e), 'url': url}
def request_and_process(self, url: str, method: str = 'GET', headers: Optional[Dict[str, str]] = None,
params: Optional[Dict[str, Any]] = None, data: Optional[Dict[str, Any]] = None,
json_data: Optional[Dict[str, Any]] = None, return_raw: bool = False,
save_file_path: Optional[str] = None) -> Dict[str, Any]:
"""
Make a request and process the response with comprehensive error handling.
Args:
url: The URL to request
method: HTTP method (GET, POST, PUT, DELETE, etc.)
headers: Additional headers to include
params: URL parameters
data: Form data to send
json_data: JSON data to send
return_raw: If True, return raw HTML content, otherwise processed text
save_file_path: Optional path to save the content
Returns:
Dictionary containing processed response data
"""
try:
response = self.request(
url=url,
method=method,
headers=headers,
params=params,
data=data,
json_data=json_data
)
# Determine content type
content_type = response.headers.get('content-type', '').lower()
result = {
'url': url,
'method': method.upper(),
'status_code': response.status_code,
'success': True,
'content_type': content_type,
'content_length': len(response.text),
'headers': dict(response.headers)
}
# Process content based on type and return_raw flag
if return_raw:
result['content'] = response.text
else:
if 'json' in content_type:
try:
result['content'] = response.json()
except json.JSONDecodeError:
result['content'] = response.text
result['warning'] = 'Content-Type indicates JSON but parsing failed'
else:
result['content'] = self.extract_text(response.text)
# Save to file if requested
if save_file_path:
save_success = self._save_response_content(response, save_file_path, content_type)
result['saved_to_file'] = save_file_path if save_success else None
if not save_success:
result['save_warning'] = f'Failed to save content to {save_file_path}'
return result
except Exception as e:
return {
'url': url,
'method': method.upper(),
'error': str(e),
'success': False
}
def _save_response_content(self, response: requests.Response, file_path: str, content_type: str) -> bool:
"""
Save response content to file with appropriate format.
Args:
response: The response object
file_path: Path to save the file
content_type: Content type of the response
Returns:
True if successful, False otherwise
"""
try:
# Create directory if it doesn't exist
os.makedirs(os.path.dirname(file_path), exist_ok=True)
if 'json' in content_type:
try:
json_content = response.json()
return self.save_content(json_content, file_path, 'json')
except json.JSONDecodeError:
return self.save_content(response.text, file_path, 'text')
elif 'html' in content_type:
return self.save_content(response.text, file_path, 'html')
else:
return self.save_content(response.text, file_path, 'text')
except Exception as e:
print(f"Error saving response content: {e}")
return False
def close(self):
"""Close the session."""
self.session.close()