Spaces:
Running
Running
File size: 10,254 Bytes
c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 9f37d9a ba70fd1 9f37d9a ba70fd1 c5a3217 ba70fd1 9f37d9a ba70fd1 9f37d9a ba70fd1 9f37d9a ba70fd1 9f37d9a ba70fd1 9f37d9a c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 c5a3217 ba70fd1 | 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 | """
Unified scraper.
Calls the right parser based on the URL via the site registry. Tries
ScraperAPI first (residential proxy β bypasses most blocks), falls back
to Playwright (headless browser), then to plain requests as last resort.
Site parsers all return the same ProductData shape β see src/sites/_base.py.
"""
import logging
import random
import re
from typing import Optional
from bs4 import BeautifulSoup
from . import config
from .sites import find_parser, generic
from .sites._base import clean
logger = logging.getLogger(__name__)
USER_AGENTS = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
"(KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 14_4) AppleWebKit/605.1.15 "
"(KHTML, like Gecko) Version/17.4 Safari/605.1.15",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 "
"(KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36",
]
def scrape_url(url: str) -> dict:
"""
Scraping pipeline:
1. ScraperAPI (residential proxy)
2. Playwright (headless Chromium)
3. Plain requests (last resort)
First one that returns valid HTML wins. Then the URL-specific parser
extracts product data from that HTML.
"""
if not url:
return {"error": "URL is required."}
url = url.strip()
if not url.startswith(("http://", "https://")):
url = "https://" + url
last_error: Optional[str] = None
html: Optional[str] = None
method: Optional[str] = None
# 1) ScraperAPI
if config.SCRAPERAPI_ENABLED:
try:
html, err = _fetch_scraperapi(url)
if html:
method = "scraperapi"
else:
last_error = err
logger.warning(f"ScraperAPI failed: {err}")
except Exception as e:
last_error = f"ScraperAPI crashed: {e}"
logger.exception(last_error)
# 2) Playwright
if not html and config.PLAYWRIGHT_ENABLED:
try:
html, err = _fetch_playwright(url)
if html:
method = "playwright"
else:
last_error = err
logger.warning(f"Playwright failed: {err}")
except Exception as e:
last_error = f"Playwright crashed: {e}"
logger.exception(last_error)
# 3) Plain requests
if not html:
try:
html, err = _fetch_requests(url)
if html:
method = "requests"
else:
last_error = err
except Exception as e:
last_error = f"Requests crashed: {e}"
logger.exception(last_error)
if not html:
return {
"error": f"All scrapers failed. Last: {last_error or 'unknown'}",
"scraper_used": "none",
}
# ββ Parse with the right site parser ββ
soup = BeautifulSoup(html, "html.parser")
for tag in soup(["script", "style", "noscript", "iframe"]):
tag.decompose()
parser = find_parser(url)
if parser is None:
parser = generic.parse
logger.info(f"No site parser for {url} β using generic")
else:
logger.info(f"Using {parser.__module__} for {url}")
try:
data = parser(soup).to_dict()
except Exception as e:
logger.exception("Parser crashed; falling back to generic")
data = generic.parse(soup).to_dict()
data["parse_error"] = str(e)
# ββ Build the QA context (everything BERT can search over) ββ
parts = []
if data.get("title"):
parts.append(f"Product: {data['title']}.")
if data.get("features"):
parts.append(f"Features: {data['features']}")
if data.get("description"):
parts.append(f"Description: {data['description']}")
if data.get("specs"):
parts.append(f"Specifications: {data['specs']}")
if data.get("materials"):
parts.append(f"Materials: {data['materials']}")
if data.get("sizes"):
parts.append(f"Available sizes: {data['sizes']}")
if data.get("return_policy"):
parts.append(f"Return policy: {data['return_policy']}")
if data.get("rating_text"):
parts.append(f"Rating: {data['rating_text']}")
context = clean(" ".join(parts), limit=20000)
data["context"] = context
data["char_count"] = len(context)
data["scraper_used"] = method
data["reviews"] = data.get("reviews", [])
data["review_count"] = len(data["reviews"])
if len(context) < 50 and not data["reviews"]:
data["warning"] = (
f"Very little usable text was extracted with {method}. "
"The site may have served a CAPTCHA or blocked content. "
"Try the URL again, or paste the product description manually "
"in Text mode."
)
logger.info(
f"Scraped [{data['source']} via {method}] "
f"title={data.get('title', '?')[:60]!r} "
f"chars={len(context)} reviews={data['review_count']}"
)
return data
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
# Fetchers
# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
def _fetch_scraperapi(url: str) -> tuple[Optional[str], Optional[str]]:
"""Returns (html, None) on success, (None, error_str) on failure."""
import requests
from urllib.parse import urlencode
if not config.SCRAPERAPI_KEY:
return None, "ScraperAPI key not configured."
params = {
"api_key": config.SCRAPERAPI_KEY,
"url": url,
"country_code": "in",
"render": "true" if config.SCRAPERAPI_RENDER_JS else "false",
"keep_headers": "false",
}
request_url = f"https://api.scraperapi.com?{urlencode(params)}"
try:
logger.info(f"ScraperAPI fetching: {url}")
resp = requests.get(request_url, timeout=config.SCRAPERAPI_TIMEOUT)
except requests.exceptions.Timeout:
return None, f"ScraperAPI timeout ({config.SCRAPERAPI_TIMEOUT}s)"
except requests.exceptions.RequestException as e:
return None, f"ScraperAPI network: {e}"
if resp.status_code == 401:
return None, "ScraperAPI key rejected (401)"
if resp.status_code == 403:
return None, "ScraperAPI denied (403) β out of credits?"
if resp.status_code == 429:
return None, "ScraperAPI rate limited (429)"
if resp.status_code >= 400:
return None, f"ScraperAPI HTTP {resp.status_code}"
html = resp.text or ""
if not html.strip():
return None, "ScraperAPI returned empty body"
return html, None
def _fetch_playwright(url: str) -> tuple[Optional[str], Optional[str]]:
try:
from playwright.sync_api import sync_playwright, TimeoutError as PWTimeoutError
except ImportError:
return None, "Playwright not installed"
with sync_playwright() as pw:
try:
browser = pw.chromium.launch(
headless=config.PLAYWRIGHT_HEADLESS,
args=[
"--no-sandbox",
"--disable-dev-shm-usage",
"--disable-blink-features=AutomationControlled",
],
)
except Exception as e:
return None, f"Browser launch failed: {e}"
try:
context = browser.new_context(
user_agent=random.choice(USER_AGENTS),
viewport={"width": 1280, "height": 900},
locale="en-US",
)
context.route(
"**/*",
lambda route: (
route.abort()
if route.request.resource_type in {"image", "media", "font"}
else route.continue_()
),
)
page = context.new_page()
page.set_default_timeout(config.PLAYWRIGHT_TIMEOUT_MS)
try:
page.goto(url, wait_until="domcontentloaded",
timeout=config.PLAYWRIGHT_TIMEOUT_MS)
except PWTimeoutError:
return None, f"Page load timed out ({config.PLAYWRIGHT_TIMEOUT_MS//1000}s)"
head = page.content()[:5000].lower()
if any(p in head for p in [
"enter the characters you see below",
"type the characters",
"automated access",
]):
return None, "Site served a CAPTCHA"
try:
page.wait_for_load_state("networkidle", timeout=8000)
except PWTimeoutError:
pass
# Auto-scroll for lazy-loaded reviews (helpful on Flipkart, Myntra)
try:
for _ in range(3):
page.mouse.wheel(0, 1500)
page.wait_for_timeout(400)
except Exception:
pass
html = page.content()
finally:
try:
context.close()
except Exception:
pass
browser.close()
return html, None
def _fetch_requests(url: str) -> tuple[Optional[str], Optional[str]]:
"""Plain requests β last-resort fallback."""
import requests
headers = {
"User-Agent": random.choice(USER_AGENTS),
"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
"Accept-Language": "en-US,en;q=0.9",
"Connection": "keep-alive",
}
try:
resp = requests.get(url, headers=headers,
timeout=config.SCRAPE_TIMEOUT)
except requests.exceptions.Timeout:
return None, "Request timeout"
except requests.exceptions.RequestException as e:
return None, f"Request error: {e}"
if resp.status_code == 403:
return None, "Site blocked the request (HTTP 403)"
if resp.status_code >= 400:
return None, f"HTTP {resp.status_code}"
return resp.text or "", None
|