Spaces:
Sleeping
Sleeping
File size: 10,855 Bytes
46ea0ef | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 | """HTTP client for making requests with Jina-safe rate limiting."""
import requests
import time
import threading
import re
from typing import Optional, Dict, List
from urllib.parse import urlparse, urlunparse
from dataclasses import dataclass
@dataclass
class JinaResponse:
"""Response from Jina API with extracted data."""
url: str
title: str
text: str
links: List[str]
class HTTPClient:
"""
Wrapper for HTTP requests with Jina AI integration.
Implements Jina-safe patterns:
- Concurrency limit (4 max concurrent)
- Fixed delay (400ms between calls)
- Limited retries (3 max with backoff)
- URL caching (never hit same URL twice)
- Global cooldown (60s after 5x429)
- Non-content page blocklist
"""
# Class-level state for all instances
_jina_semaphore = threading.Semaphore(4) # Max 4 concurrent
_jina_429_count = 0
_jina_lock = threading.Lock() # Protect shared counters
_last_429_reset = time.time()
# Non-content pages to skip
BLOCKLIST = [
'/login', '/signin', '/sign-in',
'/cart', '/basket',
'/account', '/my-account', '/profile',
'/checkout', '/payment',
'/privacy', '/terms', '/conditions',
'/faq', '/help', '/support',
'/contact', '/about-us',
'/sitemap', '/robots.txt'
]
def __init__(self, timeout: int = 15):
self.timeout = timeout
self.jina_base_url = "https://r.jina.ai/"
def _should_skip_jina_url(self, url: str) -> bool:
"""Check if URL is on blocklist (non-content page)."""
url_lower = url.lower()
return any(blocked in url_lower for blocked in self.BLOCKLIST)
def _jina_call_with_limit(self, url: str) -> Optional[str]:
"""
Make Jina API call with concurrency limiting and retry logic.
Retry strategy: 20s, 40s, 60s delays
After all retries fail: skip URL and wait 60s before continuing
Args:
url: URL to scrape
Returns:
Markdown content or None
"""
with self._jina_semaphore:
# Fixed delay to smooth traffic (Jina hates bursts)
time.sleep(0.4)
# Retry delays: 20s, 40s, 60s
retry_delays = [20, 40, 60]
# Limited retries with progressive backoff
for attempt in range(3):
try:
result = self._jina_request_sync(url)
# Reset 429 count on success
if result is not None:
with HTTPClient._jina_lock:
HTTPClient._jina_429_count = 0
return result
except Exception as e:
error_str = str(e)
# Check for 429 or rate limit errors
if "429" in error_str or "rate limit" in error_str.lower():
with HTTPClient._jina_lock:
HTTPClient._jina_429_count += 1
current_count = HTTPClient._jina_429_count
# Global cooldown if 429 spikes
if current_count >= 5:
print(f" ⚠️ Jina rate limit spike detected. Cooling down for 60s...")
time.sleep(60)
with HTTPClient._jina_lock:
HTTPClient._jina_429_count = 0
# Retry with progressive backoff: 20s, 40s, 60s
if attempt < 2:
retry_delay = retry_delays[attempt]
print(f" ⚠️ Jina rate limit (429) for {url} - retrying in {retry_delay}s (attempt {attempt + 1}/3)")
time.sleep(retry_delay)
else:
print(f" ✗ Jina rate limit (429) for {url} - all retries exhausted")
print(f" ⏸️ Skipping URL and waiting 60s before continuing...")
time.sleep(60)
return None
# For other errors, retry with progressive backoff
elif attempt < 2:
retry_delay = retry_delays[attempt]
print(f" ⚠️ Jina error for {url}: {e} - retrying in {retry_delay}s (attempt {attempt + 1}/3)")
time.sleep(retry_delay)
else:
print(f" ✗ Failed to scrape {url} after {attempt + 1} attempts: {e}")
print(f" ⏸️ Skipping URL and waiting 60s before continuing...")
time.sleep(60)
return None
return None
def _jina_request_sync(self, url: str) -> Optional[str]:
"""Synchronous Jina request."""
try:
headers = {
"X-Return-Format": "markdown",
"X-Remove-Selector": "nav, footer, header, .navigation, .menu, script, style, .cookie"
}
response = requests.get(
f"{self.jina_base_url}{url}",
headers=headers,
timeout=self.timeout
)
response.raise_for_status()
return response.text
except requests.exceptions.Timeout:
print(f" ✗ Timeout scraping {url}")
return None
except requests.exceptions.RequestException as e:
# Re-raise to be caught by async wrapper for 429 handling
raise
def scrape_with_jina(self, url: str) -> Optional[str]:
"""
Scrape a URL using Jina AI Reader with rate limiting.
Args:
url: The URL to scrape
Returns:
Markdown content or None if failed
"""
# Check blocklist
if self._should_skip_jina_url(url):
print(f" ⏭️ Skipping non-content page: {url}")
return None
# Make rate-limited call
result = self._jina_call_with_limit(url)
return result
def get(self, url: str, headers: Optional[Dict] = None) -> Optional[requests.Response]:
"""
Make a GET request (non-Jina).
Args:
url: The URL to request
headers: Optional headers
Returns:
Response object or None if failed
"""
try:
response = requests.get(url, headers=headers, timeout=self.timeout)
response.raise_for_status()
return response
except requests.exceptions.RequestException as e:
print(f" ✗ Request failed for {url}: {e}")
return None
class JinaClient:
"""
Jina AI client for URL discovery and content extraction.
Provides structured responses with title, text, and extracted links.
Used by AI crawler for semantic page classification.
"""
def __init__(self, api_key: str = None):
"""
Initialize Jina client.
Args:
api_key: Jina API key (currently not required for r.jina.ai)
"""
self.api_key = api_key
self.http_client = HTTPClient()
def fetch(self, url: str) -> JinaResponse:
"""
Fetch page content with structured extraction.
Args:
url: URL to fetch
Returns:
JinaResponse with title, text, and links
"""
# Get markdown content
markdown = self.http_client.scrape_with_jina(url)
if not markdown:
return JinaResponse(
url=url,
title="",
text="",
links=[]
)
# Extract title from markdown
title = self._extract_title(markdown)
# Extract links from markdown
links = self._extract_links(markdown)
# Clean text (remove markdown formatting)
text = self._clean_text(markdown)
return JinaResponse(
url=url,
title=title,
text=text,
links=links
)
def _extract_title(self, markdown: str) -> str:
"""Extract title from markdown (first H1)."""
# Look for first # heading
match = re.search(r'^#\s+(.+)$', markdown, re.MULTILINE)
if match:
return match.group(1).strip()
# Try to get first line if no heading
lines = markdown.split('\n')
for line in lines:
line = line.strip()
if line and not line.startswith('[') and not line.startswith('!'):
return line[:100] # Max 100 chars
return ""
def _extract_links(self, markdown: str) -> List[str]:
"""Extract all links from markdown."""
# Pattern: [text](url)
link_pattern = r'\[([^\]]+)\]\(([^\)]+)\)'
matches = re.findall(link_pattern, markdown)
# Extract URLs
urls = []
for text, url in matches:
# Skip anchors and mailto
if url.startswith('#') or url.startswith('mailto:'):
continue
# Skip images (common false positive)
if any(ext in url.lower() for ext in ['.jpg', '.png', '.gif', '.svg', '.webp']):
continue
urls.append(url)
return urls
def _clean_text(self, markdown: str) -> str:
"""Clean markdown to plain text."""
# Remove markdown links but keep text: [text](url) -> text
text = re.sub(r'\[([^\]]+)\]\([^\)]+\)', r'\1', markdown)
# Remove images:  -> ""
text = re.sub(r'!\[([^\]]*)\]\([^\)]+\)', '', text)
# Remove headings markers: ### Heading -> Heading
text = re.sub(r'^#{1,6}\s+', '', text, flags=re.MULTILINE)
# Remove bold/italic: **text** or *text* -> text
text = re.sub(r'\*\*([^\*]+)\*\*', r'\1', text)
text = re.sub(r'\*([^\*]+)\*', r'\1', text)
# Remove code blocks: ```code``` -> ""
text = re.sub(r'```[^`]*```', '', text, flags=re.DOTALL)
# Remove inline code: `code` -> code
text = re.sub(r'`([^`]+)`', r'\1', text)
# Clean up extra whitespace
text = re.sub(r'\n{3,}', '\n\n', text)
text = text.strip()
return text |