Merge branch 'next'

This commit is contained in:
UncleCode
2024-12-12 20:17:27 +08:00
34 changed files with 7886 additions and 1715 deletions

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@@ -1,7 +1,11 @@
# __init__.py
from .async_webcrawler import AsyncWebCrawler, CacheMode
from .async_configs import BrowserConfig, CrawlerRunConfig
from .extraction_strategy import ExtractionStrategy, LLMExtractionStrategy, CosineStrategy, JsonCssExtractionStrategy
from .chunking_strategy import ChunkingStrategy, RegexChunking
from .markdown_generation_strategy import DefaultMarkdownGenerator
from .content_filter_strategy import PruningContentFilter, BM25ContentFilter
from .models import CrawlResult
from .__version__ import __version__
@@ -9,6 +13,17 @@ __all__ = [
"AsyncWebCrawler",
"CrawlResult",
"CacheMode",
'BrowserConfig',
'CrawlerRunConfig',
'ExtractionStrategy',
'LLMExtractionStrategy',
'CosineStrategy',
'JsonCssExtractionStrategy',
'ChunkingStrategy',
'RegexChunking',
'DefaultMarkdownGenerator',
'PruningContentFilter',
'BM25ContentFilter',
]
def is_sync_version_installed():

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@@ -1,2 +1,2 @@
# crawl4ai/_version.py
__version__ = "0.4.1"
__version__ = "0.4.2"

402
crawl4ai/async_configs.py Normal file
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@@ -0,0 +1,402 @@
from .config import (
MIN_WORD_THRESHOLD,
IMAGE_DESCRIPTION_MIN_WORD_THRESHOLD,
SCREENSHOT_HEIGHT_TRESHOLD,
PAGE_TIMEOUT
)
from .user_agent_generator import UserAgentGenerator
from .extraction_strategy import ExtractionStrategy
from .chunking_strategy import ChunkingStrategy
class BrowserConfig:
"""
Configuration class for setting up a browser instance and its context in AsyncPlaywrightCrawlerStrategy.
This class centralizes all parameters that affect browser and context creation. Instead of passing
scattered keyword arguments, users can instantiate and modify this configuration object. The crawler
code will then reference these settings to initialize the browser in a consistent, documented manner.
Attributes:
browser_type (str): The type of browser to launch. Supported values: "chromium", "firefox", "webkit".
Default: "chromium".
headless (bool): Whether to run the browser in headless mode (no visible GUI).
Default: True.
use_managed_browser (bool): Launch the browser using a managed approach (e.g., via CDP), allowing
advanced manipulation. Default: False.
use_persistent_context (bool): Use a persistent browser context (like a persistent profile).
Automatically sets use_managed_browser=True. Default: False.
user_data_dir (str or None): Path to a user data directory for persistent sessions. If None, a
temporary directory may be used. Default: None.
chrome_channel (str): The Chrome channel to launch (e.g., "chrome", "msedge"). Only applies if browser_type
is "chromium". Default: "chrome".
proxy (str or None): Proxy server URL (e.g., "http://username:password@proxy:port"). If None, no proxy is used.
Default: None.
proxy_config (dict or None): Detailed proxy configuration, e.g. {"server": "...", "username": "..."}.
If None, no additional proxy config. Default: None.
viewport_width (int): Default viewport width for pages. Default: 1920.
viewport_height (int): Default viewport height for pages. Default: 1080.
verbose (bool): Enable verbose logging.
Default: True.
accept_downloads (bool): Whether to allow file downloads. If True, requires a downloads_path.
Default: False.
downloads_path (str or None): Directory to store downloaded files. If None and accept_downloads is True,
a default path will be created. Default: None.
storage_state (str or dict or None): Path or object describing storage state (cookies, localStorage).
Default: None.
ignore_https_errors (bool): Ignore HTTPS certificate errors. Default: True.
java_script_enabled (bool): Enable JavaScript execution in pages. Default: True.
cookies (list): List of cookies to add to the browser context. Each cookie is a dict with fields like
{"name": "...", "value": "...", "url": "..."}.
Default: [].
headers (dict): Extra HTTP headers to apply to all requests in this context.
Default: {}.
user_agent (str): Custom User-Agent string to use. Default: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
"AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36".
user_agent_mode (str or None): Mode for generating the user agent (e.g., "random"). If None, use the provided
user_agent as-is. Default: None.
user_agent_generator_config (dict or None): Configuration for user agent generation if user_agent_mode is set.
Default: None.
text_only (bool): If True, disables images and other rich content for potentially faster load times.
Default: False.
light_mode (bool): Disables certain background features for performance gains. Default: False.
extra_args (list): Additional command-line arguments passed to the browser.
Default: [].
"""
def __init__(
self,
browser_type: str = "chromium",
headless: bool = True,
use_managed_browser: bool = False,
use_persistent_context: bool = False,
user_data_dir: str = None,
chrome_channel: str = "chrome",
proxy: str = None,
proxy_config: dict = None,
viewport_width: int = 1920,
viewport_height: int = 1080,
accept_downloads: bool = False,
downloads_path: str = None,
storage_state=None,
ignore_https_errors: bool = True,
java_script_enabled: bool = True,
sleep_on_close: bool = False,
verbose: bool = True,
cookies: list = None,
headers: dict = None,
user_agent: str = (
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:109.0) AppleWebKit/537.36 "
"(KHTML, like Gecko) Chrome/116.0.5845.187 Safari/604.1 Edg/117.0.2045.47"
),
user_agent_mode: str = None,
user_agent_generator_config: dict = None,
text_only: bool = False,
light_mode: bool = False,
extra_args: list = None,
):
self.browser_type = browser_type
self.headless = headless
self.use_managed_browser = use_managed_browser
self.use_persistent_context = use_persistent_context
self.user_data_dir = user_data_dir
if self.browser_type == "chromium":
self.chrome_channel = "chrome"
elif self.browser_type == "firefox":
self.chrome_channel = "firefox"
elif self.browser_type == "webkit":
self.chrome_channel = "webkit"
else:
self.chrome_channel = chrome_channel or "chrome"
self.proxy = proxy
self.proxy_config = proxy_config
self.viewport_width = viewport_width
self.viewport_height = viewport_height
self.accept_downloads = accept_downloads
self.downloads_path = downloads_path
self.storage_state = storage_state
self.ignore_https_errors = ignore_https_errors
self.java_script_enabled = java_script_enabled
self.cookies = cookies if cookies is not None else []
self.headers = headers if headers is not None else {}
self.user_agent = user_agent
self.user_agent_mode = user_agent_mode
self.user_agent_generator_config = user_agent_generator_config
self.text_only = text_only
self.light_mode = light_mode
self.extra_args = extra_args if extra_args is not None else []
self.sleep_on_close = sleep_on_close
self.verbose = verbose
user_agenr_generator = UserAgentGenerator()
if self.user_agent_mode != "random":
self.user_agent = user_agenr_generator.generate(
**(self.user_agent_generator_config or {})
)
self.browser_hint = user_agenr_generator.generate_client_hints(self.user_agent)
self.headers.setdefault("sec-ch-ua", self.browser_hint)
# If persistent context is requested, ensure managed browser is enabled
if self.use_persistent_context:
self.use_managed_browser = True
@staticmethod
def from_kwargs(kwargs: dict) -> "BrowserConfig":
return BrowserConfig(
browser_type=kwargs.get("browser_type", "chromium"),
headless=kwargs.get("headless", True),
use_managed_browser=kwargs.get("use_managed_browser", False),
use_persistent_context=kwargs.get("use_persistent_context", False),
user_data_dir=kwargs.get("user_data_dir"),
chrome_channel=kwargs.get("chrome_channel", "chrome"),
proxy=kwargs.get("proxy"),
proxy_config=kwargs.get("proxy_config"),
viewport_width=kwargs.get("viewport_width", 1920),
viewport_height=kwargs.get("viewport_height", 1080),
accept_downloads=kwargs.get("accept_downloads", False),
downloads_path=kwargs.get("downloads_path"),
storage_state=kwargs.get("storage_state"),
ignore_https_errors=kwargs.get("ignore_https_errors", True),
java_script_enabled=kwargs.get("java_script_enabled", True),
cookies=kwargs.get("cookies", []),
headers=kwargs.get("headers", {}),
user_agent=kwargs.get("user_agent",
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
"AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36"
),
user_agent_mode=kwargs.get("user_agent_mode"),
user_agent_generator_config=kwargs.get("user_agent_generator_config"),
text_only=kwargs.get("text_only", False),
light_mode=kwargs.get("light_mode", False),
extra_args=kwargs.get("extra_args", [])
)
class CrawlerRunConfig:
"""
Configuration class for controlling how the crawler runs each crawl operation.
This includes parameters for content extraction, page manipulation, waiting conditions,
caching, and other runtime behaviors.
This centralizes parameters that were previously scattered as kwargs to `arun()` and related methods.
By using this class, you have a single place to understand and adjust the crawling options.
Attributes:
word_count_threshold (int): Minimum word count threshold before processing content.
Default: MIN_WORD_THRESHOLD (typically 200).
extraction_strategy (ExtractionStrategy or None): Strategy to extract structured data from crawled pages.
Default: None (NoExtractionStrategy is used if None).
chunking_strategy (ChunkingStrategy): Strategy to chunk content before extraction.
Default: RegexChunking().
content_filter (RelevantContentFilter or None): Optional filter to prune irrelevant content.
Default: None.
cache_mode (CacheMode or None): Defines how caching is handled.
If None, defaults to CacheMode.ENABLED internally.
Default: None.
session_id (str or None): Optional session ID to persist the browser context and the created
page instance. If the ID already exists, the crawler does not
create a new page and uses the current page to preserve the state;
if not, it creates a new page and context then stores it in
memory with the given session ID.
bypass_cache (bool): Legacy parameter, if True acts like CacheMode.BYPASS.
Default: False.
disable_cache (bool): Legacy parameter, if True acts like CacheMode.DISABLED.
Default: False.
no_cache_read (bool): Legacy parameter, if True acts like CacheMode.WRITE_ONLY.
Default: False.
no_cache_write (bool): Legacy parameter, if True acts like CacheMode.READ_ONLY.
Default: False.
css_selector (str or None): CSS selector to extract a specific portion of the page.
Default: None.
screenshot (bool): Whether to take a screenshot after crawling.
Default: False.
pdf (bool): Whether to generate a PDF of the page.
Default: False.
verbose (bool): Enable verbose logging.
Default: True.
only_text (bool): If True, attempt to extract text-only content where applicable.
Default: False.
image_description_min_word_threshold (int): Minimum words for image description extraction.
Default: IMAGE_DESCRIPTION_MIN_WORD_THRESHOLD (e.g., 50).
prettiify (bool): If True, apply `fast_format_html` to produce prettified HTML output.
Default: False.
js_code (str or list of str or None): JavaScript code/snippets to run on the page.
Default: None.
wait_for (str or None): A CSS selector or JS condition to wait for before extracting content.
Default: None.
js_only (bool): If True, indicates subsequent calls are JS-driven updates, not full page loads.
Default: False.
wait_until (str): The condition to wait for when navigating, e.g. "domcontentloaded".
Default: "domcontentloaded".
page_timeout (int): Timeout in ms for page operations like navigation.
Default: 60000 (60 seconds).
ignore_body_visibility (bool): If True, ignore whether the body is visible before proceeding.
Default: True.
wait_for_images (bool): If True, wait for images to load before extracting content.
Default: True.
adjust_viewport_to_content (bool): If True, adjust viewport according to the page content dimensions.
Default: False.
scan_full_page (bool): If True, scroll through the entire page to load all content.
Default: False.
scroll_delay (float): Delay in seconds between scroll steps if scan_full_page is True.
Default: 0.2.
process_iframes (bool): If True, attempts to process and inline iframe content.
Default: False.
remove_overlay_elements (bool): If True, remove overlays/popups before extracting HTML.
Default: False.
delay_before_return_html (float): Delay in seconds before retrieving final HTML.
Default: 0.1.
log_console (bool): If True, log console messages from the page.
Default: False.
simulate_user (bool): If True, simulate user interactions (mouse moves, clicks) for anti-bot measures.
Default: False.
override_navigator (bool): If True, overrides navigator properties for more human-like behavior.
Default: False.
magic (bool): If True, attempts automatic handling of overlays/popups.
Default: False.
screenshot_wait_for (float or None): Additional wait time before taking a screenshot.
Default: None.
screenshot_height_threshold (int): Threshold for page height to decide screenshot strategy.
Default: SCREENSHOT_HEIGHT_TRESHOLD (from config, e.g. 20000).
mean_delay (float): Mean base delay between requests when calling arun_many.
Default: 0.1.
max_range (float): Max random additional delay range for requests in arun_many.
Default: 0.3.
# session_id and semaphore_count might be set at runtime, not needed as defaults here.
"""
def __init__(
self,
word_count_threshold: int = MIN_WORD_THRESHOLD ,
extraction_strategy : ExtractionStrategy=None, # Will default to NoExtractionStrategy if None
chunking_strategy : ChunkingStrategy= None, # Will default to RegexChunking if None
content_filter=None,
cache_mode=None,
session_id: str = None,
bypass_cache: bool = False,
disable_cache: bool = False,
no_cache_read: bool = False,
no_cache_write: bool = False,
css_selector: str = None,
screenshot: bool = False,
pdf: bool = False,
verbose: bool = True,
only_text: bool = False,
image_description_min_word_threshold: int = IMAGE_DESCRIPTION_MIN_WORD_THRESHOLD,
prettiify: bool = False,
js_code=None,
wait_for: str = None,
js_only: bool = False,
wait_until: str = "domcontentloaded",
page_timeout: int = PAGE_TIMEOUT,
ignore_body_visibility: bool = True,
wait_for_images: bool = True,
adjust_viewport_to_content: bool = False,
scan_full_page: bool = False,
scroll_delay: float = 0.2,
process_iframes: bool = False,
remove_overlay_elements: bool = False,
delay_before_return_html: float = 0.1,
log_console: bool = False,
simulate_user: bool = False,
override_navigator: bool = False,
magic: bool = False,
screenshot_wait_for: float = None,
screenshot_height_threshold: int = SCREENSHOT_HEIGHT_TRESHOLD,
mean_delay: float = 0.1,
max_range: float = 0.3,
semaphore_count: int = 5,
):
self.word_count_threshold = word_count_threshold
self.extraction_strategy = extraction_strategy
self.chunking_strategy = chunking_strategy
self.content_filter = content_filter
self.cache_mode = cache_mode
self.session_id = session_id
self.bypass_cache = bypass_cache
self.disable_cache = disable_cache
self.no_cache_read = no_cache_read
self.no_cache_write = no_cache_write
self.css_selector = css_selector
self.screenshot = screenshot
self.pdf = pdf
self.verbose = verbose
self.only_text = only_text
self.image_description_min_word_threshold = image_description_min_word_threshold
self.prettiify = prettiify
self.js_code = js_code
self.wait_for = wait_for
self.js_only = js_only
self.wait_until = wait_until
self.page_timeout = page_timeout
self.ignore_body_visibility = ignore_body_visibility
self.wait_for_images = wait_for_images
self.adjust_viewport_to_content = adjust_viewport_to_content
self.scan_full_page = scan_full_page
self.scroll_delay = scroll_delay
self.process_iframes = process_iframes
self.remove_overlay_elements = remove_overlay_elements
self.delay_before_return_html = delay_before_return_html
self.log_console = log_console
self.simulate_user = simulate_user
self.override_navigator = override_navigator
self.magic = magic
self.screenshot_wait_for = screenshot_wait_for
self.screenshot_height_threshold = screenshot_height_threshold
self.mean_delay = mean_delay
self.max_range = max_range
self.semaphore_count = semaphore_count
# Validate type of extraction strategy and chunking strategy if they are provided
if self.extraction_strategy is not None and not isinstance(self.extraction_strategy, ExtractionStrategy):
raise ValueError("extraction_strategy must be an instance of ExtractionStrategy")
if self.chunking_strategy is not None and not isinstance(self.chunking_strategy, ChunkingStrategy):
raise ValueError("chunking_strategy must be an instance of ChunkingStrategy")
# Set default chunking strategy if None
if self.chunking_strategy is None:
from .chunking_strategy import RegexChunking
self.chunking_strategy = RegexChunking()
@staticmethod
def from_kwargs(kwargs: dict) -> "CrawlerRunConfig":
return CrawlerRunConfig(
word_count_threshold=kwargs.get("word_count_threshold", 200),
extraction_strategy=kwargs.get("extraction_strategy"),
chunking_strategy=kwargs.get("chunking_strategy"),
content_filter=kwargs.get("content_filter"),
cache_mode=kwargs.get("cache_mode"),
session_id=kwargs.get("session_id"),
bypass_cache=kwargs.get("bypass_cache", False),
disable_cache=kwargs.get("disable_cache", False),
no_cache_read=kwargs.get("no_cache_read", False),
no_cache_write=kwargs.get("no_cache_write", False),
css_selector=kwargs.get("css_selector"),
screenshot=kwargs.get("screenshot", False),
pdf=kwargs.get("pdf", False),
verbose=kwargs.get("verbose", True),
only_text=kwargs.get("only_text", False),
image_description_min_word_threshold=kwargs.get("image_description_min_word_threshold", IMAGE_DESCRIPTION_MIN_WORD_THRESHOLD),
prettiify=kwargs.get("prettiify", False),
js_code=kwargs.get("js_code"), # If not provided here, will default inside constructor
wait_for=kwargs.get("wait_for"),
js_only=kwargs.get("js_only", False),
wait_until=kwargs.get("wait_until", "domcontentloaded"),
page_timeout=kwargs.get("page_timeout", 60000),
ignore_body_visibility=kwargs.get("ignore_body_visibility", True),
adjust_viewport_to_content=kwargs.get("adjust_viewport_to_content", False),
scan_full_page=kwargs.get("scan_full_page", False),
scroll_delay=kwargs.get("scroll_delay", 0.2),
process_iframes=kwargs.get("process_iframes", False),
remove_overlay_elements=kwargs.get("remove_overlay_elements", False),
delay_before_return_html=kwargs.get("delay_before_return_html", 0.1),
log_console=kwargs.get("log_console", False),
simulate_user=kwargs.get("simulate_user", False),
override_navigator=kwargs.get("override_navigator", False),
magic=kwargs.get("magic", False),
screenshot_wait_for=kwargs.get("screenshot_wait_for"),
screenshot_height_threshold=kwargs.get("screenshot_height_threshold", 20000),
mean_delay=kwargs.get("mean_delay", 0.1),
max_range=kwargs.get("max_range", 0.3),
semaphore_count=kwargs.get("semaphore_count", 5)
)

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@@ -1,4 +1,4 @@
import os
import os, sys
from pathlib import Path
import aiosqlite
import asyncio
@@ -13,6 +13,7 @@ import aiofiles
from .config import NEED_MIGRATION
from .version_manager import VersionManager
from .async_logger import AsyncLogger
from .utils import get_error_context, create_box_message
# Set up logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
@@ -97,35 +98,84 @@ class AsyncDatabaseManager:
@asynccontextmanager
async def get_connection(self):
"""Connection pool manager"""
"""Connection pool manager with enhanced error handling"""
if not self._initialized:
# Use an asyncio.Lock to ensure only one initialization occurs
async with self.init_lock:
if not self._initialized:
await self.initialize()
self._initialized = True
try:
await self.initialize()
self._initialized = True
except Exception as e:
import sys
error_context = get_error_context(sys.exc_info())
self.logger.error(
message="Database initialization failed:\n{error}\n\nContext:\n{context}\n\nTraceback:\n{traceback}",
tag="ERROR",
force_verbose=True,
params={
"error": str(e),
"context": error_context["code_context"],
"traceback": error_context["full_traceback"]
}
)
raise
await self.connection_semaphore.acquire()
task_id = id(asyncio.current_task())
try:
async with self.pool_lock:
if task_id not in self.connection_pool:
conn = await aiosqlite.connect(
self.db_path,
timeout=30.0
)
await conn.execute('PRAGMA journal_mode = WAL')
await conn.execute('PRAGMA busy_timeout = 5000')
self.connection_pool[task_id] = conn
try:
conn = await aiosqlite.connect(
self.db_path,
timeout=30.0
)
await conn.execute('PRAGMA journal_mode = WAL')
await conn.execute('PRAGMA busy_timeout = 5000')
# Verify database structure
async with conn.execute("PRAGMA table_info(crawled_data)") as cursor:
columns = await cursor.fetchall()
column_names = [col[1] for col in columns]
expected_columns = {
'url', 'html', 'cleaned_html', 'markdown', 'extracted_content',
'success', 'media', 'links', 'metadata', 'screenshot',
'response_headers', 'downloaded_files'
}
missing_columns = expected_columns - set(column_names)
if missing_columns:
raise ValueError(f"Database missing columns: {missing_columns}")
self.connection_pool[task_id] = conn
except Exception as e:
import sys
error_context = get_error_context(sys.exc_info())
error_message = (
f"Unexpected error in db get_connection at line {error_context['line_no']} "
f"in {error_context['function']} ({error_context['filename']}):\n"
f"Error: {str(e)}\n\n"
f"Code context:\n{error_context['code_context']}"
)
self.logger.error(
message=create_box_message(error_message, type= "error"),
)
raise
yield self.connection_pool[task_id]
except Exception as e:
import sys
error_context = get_error_context(sys.exc_info())
error_message = (
f"Unexpected error in db get_connection at line {error_context['line_no']} "
f"in {error_context['function']} ({error_context['filename']}):\n"
f"Error: {str(e)}\n\n"
f"Code context:\n{error_context['code_context']}"
)
self.logger.error(
message="Connection error: {error}",
tag="ERROR",
force_verbose=True,
params={"error": str(e)}
message=create_box_message(error_message, type= "error"),
)
raise
finally:
@@ -230,7 +280,8 @@ class AsyncDatabaseManager:
'cleaned_html': row_dict['cleaned_html'],
'markdown': row_dict['markdown'],
'extracted_content': row_dict['extracted_content'],
'screenshot': row_dict['screenshot']
'screenshot': row_dict['screenshot'],
'screenshots': row_dict['screenshot'],
}
for field, hash_value in content_fields.items():

183
crawl4ai/async_tools.py Normal file
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@@ -0,0 +1,183 @@
import asyncio
import base64
import time
from abc import ABC, abstractmethod
from typing import Callable, Dict, Any, List, Optional, Awaitable
import os, sys, shutil
import tempfile, subprocess
from playwright.async_api import async_playwright, Page, Browser, Error
from playwright.async_api import TimeoutError as PlaywrightTimeoutError
from io import BytesIO
from PIL import Image, ImageDraw, ImageFont
from pathlib import Path
from playwright.async_api import ProxySettings
from pydantic import BaseModel
import hashlib
import json
import uuid
from .models import AsyncCrawlResponse
from .utils import create_box_message
from .user_agent_generator import UserAgentGenerator
from playwright_stealth import StealthConfig, stealth_async
class ManagedBrowser:
def __init__(self, browser_type: str = "chromium", user_data_dir: Optional[str] = None, headless: bool = False, logger = None, host: str = "localhost", debugging_port: int = 9222):
self.browser_type = browser_type
self.user_data_dir = user_data_dir
self.headless = headless
self.browser_process = None
self.temp_dir = None
self.debugging_port = debugging_port
self.host = host
self.logger = logger
self.shutting_down = False
async def start(self) -> str:
"""
Starts the browser process and returns the CDP endpoint URL.
If user_data_dir is not provided, creates a temporary directory.
"""
# Create temp dir if needed
if not self.user_data_dir:
self.temp_dir = tempfile.mkdtemp(prefix="browser-profile-")
self.user_data_dir = self.temp_dir
# Get browser path and args based on OS and browser type
browser_path = self._get_browser_path()
args = self._get_browser_args()
# Start browser process
try:
self.browser_process = subprocess.Popen(
args,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE
)
# Monitor browser process output for errors
asyncio.create_task(self._monitor_browser_process())
await asyncio.sleep(2) # Give browser time to start
return f"http://{self.host}:{self.debugging_port}"
except Exception as e:
await self.cleanup()
raise Exception(f"Failed to start browser: {e}")
async def _monitor_browser_process(self):
"""Monitor the browser process for unexpected termination."""
if self.browser_process:
try:
stdout, stderr = await asyncio.gather(
asyncio.to_thread(self.browser_process.stdout.read),
asyncio.to_thread(self.browser_process.stderr.read)
)
# Check shutting_down flag BEFORE logging anything
if self.browser_process.poll() is not None:
if not self.shutting_down:
self.logger.error(
message="Browser process terminated unexpectedly | Code: {code} | STDOUT: {stdout} | STDERR: {stderr}",
tag="ERROR",
params={
"code": self.browser_process.returncode,
"stdout": stdout.decode(),
"stderr": stderr.decode()
}
)
await self.cleanup()
else:
self.logger.info(
message="Browser process terminated normally | Code: {code}",
tag="INFO",
params={"code": self.browser_process.returncode}
)
except Exception as e:
if not self.shutting_down:
self.logger.error(
message="Error monitoring browser process: {error}",
tag="ERROR",
params={"error": str(e)}
)
def _get_browser_path(self) -> str:
"""Returns the browser executable path based on OS and browser type"""
if sys.platform == "darwin": # macOS
paths = {
"chromium": "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome",
"firefox": "/Applications/Firefox.app/Contents/MacOS/firefox",
"webkit": "/Applications/Safari.app/Contents/MacOS/Safari"
}
elif sys.platform == "win32": # Windows
paths = {
"chromium": "C:\\Program Files\\Google\\Chrome\\Application\\chrome.exe",
"firefox": "C:\\Program Files\\Mozilla Firefox\\firefox.exe",
"webkit": None # WebKit not supported on Windows
}
else: # Linux
paths = {
"chromium": "google-chrome",
"firefox": "firefox",
"webkit": None # WebKit not supported on Linux
}
return paths.get(self.browser_type)
def _get_browser_args(self) -> List[str]:
"""Returns browser-specific command line arguments"""
base_args = [self._get_browser_path()]
if self.browser_type == "chromium":
args = [
f"--remote-debugging-port={self.debugging_port}",
f"--user-data-dir={self.user_data_dir}",
]
if self.headless:
args.append("--headless=new")
elif self.browser_type == "firefox":
args = [
"--remote-debugging-port", str(self.debugging_port),
"--profile", self.user_data_dir,
]
if self.headless:
args.append("--headless")
else:
raise NotImplementedError(f"Browser type {self.browser_type} not supported")
return base_args + args
async def cleanup(self):
"""Cleanup browser process and temporary directory"""
# Set shutting_down flag BEFORE any termination actions
self.shutting_down = True
if self.browser_process:
try:
self.browser_process.terminate()
# Wait for process to end gracefully
for _ in range(10): # 10 attempts, 100ms each
if self.browser_process.poll() is not None:
break
await asyncio.sleep(0.1)
# Force kill if still running
if self.browser_process.poll() is None:
self.browser_process.kill()
await asyncio.sleep(0.1) # Brief wait for kill to take effect
except Exception as e:
self.logger.error(
message="Error terminating browser: {error}",
tag="ERROR",
params={"error": str(e)}
)
if self.temp_dir and os.path.exists(self.temp_dir):
try:
shutil.rmtree(self.temp_dir)
except Exception as e:
self.logger.error(
message="Error removing temporary directory: {error}",
tag="ERROR",
params={"error": str(e)}
)

File diff suppressed because it is too large Load Diff

View File

@@ -56,4 +56,7 @@ MAX_METRICS_HISTORY = 1000
NEED_MIGRATION = True
URL_LOG_SHORTEN_LENGTH = 30
SHOW_DEPRECATION_WARNINGS = True
SHOW_DEPRECATION_WARNINGS = True
SCREENSHOT_HEIGHT_TRESHOLD = 10000
PAGE_TIMEOUT=60000
DOWNLOAD_PAGE_TIMEOUT=60000

View File

@@ -14,15 +14,11 @@ from .content_filter_strategy import RelevantContentFilter, BM25ContentFilter#,
from .markdown_generation_strategy import MarkdownGenerationStrategy, DefaultMarkdownGenerator
from .models import MarkdownGenerationResult
from .utils import (
sanitize_input_encode,
sanitize_html,
extract_metadata,
InvalidCSSSelectorError,
CustomHTML2Text,
normalize_url,
is_external_url
)
from .tools import profile_and_time
# Pre-compile regular expressions for Open Graph and Twitter metadata
OG_REGEX = re.compile(r'^og:')
@@ -76,10 +72,10 @@ class WebScrapingStrategy(ContentScrapingStrategy):
log_method(message=message, tag=tag, **kwargs)
def scrap(self, url: str, html: str, **kwargs) -> Dict[str, Any]:
return self._get_content_of_website_optimized(url, html, is_async=False, **kwargs)
return self._scrap(url, html, is_async=False, **kwargs)
async def ascrap(self, url: str, html: str, **kwargs) -> Dict[str, Any]:
return await asyncio.to_thread(self._get_content_of_website_optimized, url, html, **kwargs)
return await asyncio.to_thread(self._scrap, url, html, **kwargs)
def _generate_markdown_content(self,
cleaned_html: str,
@@ -103,8 +99,6 @@ class WebScrapingStrategy(ContentScrapingStrategy):
html2text_options=kwargs.get('html2text', {})
)
help_message = """"""
return {
'markdown': markdown_result.raw_markdown,
'fit_markdown': markdown_result.fit_markdown,
@@ -126,38 +120,40 @@ class WebScrapingStrategy(ContentScrapingStrategy):
}
# Legacy method
h = CustomHTML2Text()
h.update_params(**kwargs.get('html2text', {}))
markdown = h.handle(cleaned_html)
markdown = markdown.replace(' ```', '```')
"""
# h = CustomHTML2Text()
# h.update_params(**kwargs.get('html2text', {}))
# markdown = h.handle(cleaned_html)
# markdown = markdown.replace(' ```', '```')
fit_markdown = "Set flag 'fit_markdown' to True to get cleaned HTML content."
fit_html = "Set flag 'fit_markdown' to True to get cleaned HTML content."
# fit_markdown = "Set flag 'fit_markdown' to True to get cleaned HTML content."
# fit_html = "Set flag 'fit_markdown' to True to get cleaned HTML content."
if kwargs.get('content_filter', None) or kwargs.get('fit_markdown', False):
content_filter = kwargs.get('content_filter', None)
if not content_filter:
content_filter = BM25ContentFilter(
user_query=kwargs.get('fit_markdown_user_query', None),
bm25_threshold=kwargs.get('fit_markdown_bm25_threshold', 1.0)
)
fit_html = content_filter.filter_content(html)
fit_html = '\n'.join('<div>{}</div>'.format(s) for s in fit_html)
fit_markdown = h.handle(fit_html)
# if kwargs.get('content_filter', None) or kwargs.get('fit_markdown', False):
# content_filter = kwargs.get('content_filter', None)
# if not content_filter:
# content_filter = BM25ContentFilter(
# user_query=kwargs.get('fit_markdown_user_query', None),
# bm25_threshold=kwargs.get('fit_markdown_bm25_threshold', 1.0)
# )
# fit_html = content_filter.filter_content(html)
# fit_html = '\n'.join('<div>{}</div>'.format(s) for s in fit_html)
# fit_markdown = h.handle(fit_html)
markdown_v2 = MarkdownGenerationResult(
raw_markdown=markdown,
markdown_with_citations=markdown,
references_markdown=markdown,
fit_markdown=fit_markdown
)
# markdown_v2 = MarkdownGenerationResult(
# raw_markdown=markdown,
# markdown_with_citations=markdown,
# references_markdown=markdown,
# fit_markdown=fit_markdown
# )
return {
'markdown': markdown,
'fit_markdown': fit_markdown,
'fit_html': fit_html,
'markdown_v2' : markdown_v2
}
# return {
# 'markdown': markdown,
# 'fit_markdown': fit_markdown,
# 'fit_html': fit_html,
# 'markdown_v2' : markdown_v2
# }
"""
def flatten_nested_elements(self, node):
if isinstance(node, NavigableString):
@@ -483,7 +479,7 @@ class WebScrapingStrategy(ContentScrapingStrategy):
)
return False
def _get_content_of_website_optimized(self, url: str, html: str, word_count_threshold: int = MIN_WORD_THRESHOLD, css_selector: str = None, **kwargs) -> Dict[str, Any]:
def _scrap(self, url: str, html: str, word_count_threshold: int = MIN_WORD_THRESHOLD, css_selector: str = None, **kwargs) -> Dict[str, Any]:
success = True
if not html:
return None

View File

@@ -634,7 +634,7 @@ class ContentSummarizationStrategy(ExtractionStrategy):
# Sort summaries by the original section index to maintain order
summaries.sort(key=lambda x: x[0])
return [summary for _, summary in summaries]
class JsonCssExtractionStrategy(ExtractionStrategy):
def __init__(self, schema: Dict[str, Any], **kwargs):
super().__init__(**kwargs)

View File

@@ -1006,10 +1006,136 @@ class HTML2Text(html.parser.HTMLParser):
newlines += 1
return result
def html2text(html: str, baseurl: str = "", bodywidth: Optional[int] = None) -> str:
if bodywidth is None:
bodywidth = config.BODY_WIDTH
h = HTML2Text(baseurl=baseurl, bodywidth=bodywidth)
return h.handle(html)
class CustomHTML2Text(HTML2Text):
def __init__(self, *args, handle_code_in_pre=False, **kwargs):
super().__init__(*args, **kwargs)
self.inside_pre = False
self.inside_code = False
self.preserve_tags = set() # Set of tags to preserve
self.current_preserved_tag = None
self.preserved_content = []
self.preserve_depth = 0
self.handle_code_in_pre = handle_code_in_pre
# Configuration options
self.skip_internal_links = False
self.single_line_break = False
self.mark_code = False
self.include_sup_sub = False
self.body_width = 0
self.ignore_mailto_links = True
self.ignore_links = False
self.escape_backslash = False
self.escape_dot = False
self.escape_plus = False
self.escape_dash = False
self.escape_snob = False
def update_params(self, **kwargs):
"""Update parameters and set preserved tags."""
for key, value in kwargs.items():
if key == 'preserve_tags':
self.preserve_tags = set(value)
elif key == 'handle_code_in_pre':
self.handle_code_in_pre = value
else:
setattr(self, key, value)
def handle_tag(self, tag, attrs, start):
# Handle preserved tags
if tag in self.preserve_tags:
if start:
if self.preserve_depth == 0:
self.current_preserved_tag = tag
self.preserved_content = []
# Format opening tag with attributes
attr_str = ''.join(f' {k}="{v}"' for k, v in attrs.items() if v is not None)
self.preserved_content.append(f'<{tag}{attr_str}>')
self.preserve_depth += 1
return
else:
self.preserve_depth -= 1
if self.preserve_depth == 0:
self.preserved_content.append(f'</{tag}>')
# Output the preserved HTML block with proper spacing
preserved_html = ''.join(self.preserved_content)
self.o('\n' + preserved_html + '\n')
self.current_preserved_tag = None
return
# If we're inside a preserved tag, collect all content
if self.preserve_depth > 0:
if start:
# Format nested tags with attributes
attr_str = ''.join(f' {k}="{v}"' for k, v in attrs.items() if v is not None)
self.preserved_content.append(f'<{tag}{attr_str}>')
else:
self.preserved_content.append(f'</{tag}>')
return
# Handle pre tags
if tag == 'pre':
if start:
self.o('```\n') # Markdown code block start
self.inside_pre = True
else:
self.o('\n```\n') # Markdown code block end
self.inside_pre = False
elif tag == 'code':
if self.inside_pre and not self.handle_code_in_pre:
# Ignore code tags inside pre blocks if handle_code_in_pre is False
return
if start:
self.o('`') # Markdown inline code start
self.inside_code = True
else:
self.o('`') # Markdown inline code end
self.inside_code = False
else:
super().handle_tag(tag, attrs, start)
def handle_data(self, data, entity_char=False):
"""Override handle_data to capture content within preserved tags."""
if self.preserve_depth > 0:
self.preserved_content.append(data)
return
if self.inside_pre:
# Output the raw content for pre blocks, including content inside code tags
self.o(data) # Directly output the data as-is (preserve newlines)
return
if self.inside_code:
# Inline code: no newlines allowed
self.o(data.replace('\n', ' '))
return
# Default behavior for other tags
super().handle_data(data, entity_char)
# # Handle pre tags
# if tag == 'pre':
# if start:
# self.o('```\n')
# self.inside_pre = True
# else:
# self.o('\n```')
# self.inside_pre = False
# # elif tag in ["h1", "h2", "h3", "h4", "h5", "h6"]:
# # pass
# else:
# super().handle_tag(tag, attrs, start)
# def handle_data(self, data, entity_char=False):
# """Override handle_data to capture content within preserved tags."""
# if self.preserve_depth > 0:
# self.preserved_content.append(data)
# return
# super().handle_data(data, entity_char)

View File

@@ -0,0 +1,15 @@
import os, sys
# Create a function get name of a js script, then load from the CURRENT folder of this script and return its content as string, make sure its error free
def load_js_script(script_name):
# Get the path of the current script
current_script_path = os.path.dirname(os.path.realpath(__file__))
# Get the path of the script to load
script_path = os.path.join(current_script_path, script_name + '.js')
# Check if the script exists
if not os.path.exists(script_path):
raise ValueError(f"Script {script_name} not found in the folder {current_script_path}")
# Load the content of the script
with open(script_path, 'r') as f:
script_content = f.read()
return script_content

View File

@@ -0,0 +1,25 @@
// Pass the Permissions Test.
const originalQuery = window.navigator.permissions.query;
window.navigator.permissions.query = (parameters) =>
parameters.name === "notifications"
? Promise.resolve({ state: Notification.permission })
: originalQuery(parameters);
Object.defineProperty(navigator, "webdriver", {
get: () => undefined,
});
window.navigator.chrome = {
runtime: {},
// Add other properties if necessary
};
Object.defineProperty(navigator, "plugins", {
get: () => [1, 2, 3, 4, 5],
});
Object.defineProperty(navigator, "languages", {
get: () => ["en-US", "en"],
});
Object.defineProperty(document, "hidden", {
get: () => false,
});
Object.defineProperty(document, "visibilityState", {
get: () => "visible",
});

View File

@@ -0,0 +1,119 @@
async () => {
// Function to check if element is visible
const isVisible = (elem) => {
const style = window.getComputedStyle(elem);
return style.display !== "none" && style.visibility !== "hidden" && style.opacity !== "0";
};
// Common selectors for popups and overlays
const commonSelectors = [
// Close buttons first
'button[class*="close" i]',
'button[class*="dismiss" i]',
'button[aria-label*="close" i]',
'button[title*="close" i]',
'a[class*="close" i]',
'span[class*="close" i]',
// Cookie notices
'[class*="cookie-banner" i]',
'[id*="cookie-banner" i]',
'[class*="cookie-consent" i]',
'[id*="cookie-consent" i]',
// Newsletter/subscription dialogs
'[class*="newsletter" i]',
'[class*="subscribe" i]',
// Generic popups/modals
'[class*="popup" i]',
'[class*="modal" i]',
'[class*="overlay" i]',
'[class*="dialog" i]',
'[role="dialog"]',
'[role="alertdialog"]',
];
// Try to click close buttons first
for (const selector of commonSelectors.slice(0, 6)) {
const closeButtons = document.querySelectorAll(selector);
for (const button of closeButtons) {
if (isVisible(button)) {
try {
button.click();
await new Promise((resolve) => setTimeout(resolve, 100));
} catch (e) {
console.log("Error clicking button:", e);
}
}
}
}
// Remove remaining overlay elements
const removeOverlays = () => {
// Find elements with high z-index
const allElements = document.querySelectorAll("*");
for (const elem of allElements) {
const style = window.getComputedStyle(elem);
const zIndex = parseInt(style.zIndex);
const position = style.position;
if (
isVisible(elem) &&
(zIndex > 999 || position === "fixed" || position === "absolute") &&
(elem.offsetWidth > window.innerWidth * 0.5 ||
elem.offsetHeight > window.innerHeight * 0.5 ||
style.backgroundColor.includes("rgba") ||
parseFloat(style.opacity) < 1)
) {
elem.remove();
}
}
// Remove elements matching common selectors
for (const selector of commonSelectors) {
const elements = document.querySelectorAll(selector);
elements.forEach((elem) => {
if (isVisible(elem)) {
elem.remove();
}
});
}
};
// Remove overlay elements
removeOverlays();
// Remove any fixed/sticky position elements at the top/bottom
const removeFixedElements = () => {
const elements = document.querySelectorAll("*");
elements.forEach((elem) => {
const style = window.getComputedStyle(elem);
if ((style.position === "fixed" || style.position === "sticky") && isVisible(elem)) {
elem.remove();
}
});
};
removeFixedElements();
// Remove empty block elements as: div, p, span, etc.
const removeEmptyBlockElements = () => {
const blockElements = document.querySelectorAll(
"div, p, span, section, article, header, footer, aside, nav, main, ul, ol, li, dl, dt, dd, h1, h2, h3, h4, h5, h6"
);
blockElements.forEach((elem) => {
if (elem.innerText.trim() === "") {
elem.remove();
}
});
};
// Remove margin-right and padding-right from body (often added by modal scripts)
document.body.style.marginRight = "0px";
document.body.style.paddingRight = "0px";
document.body.style.overflow = "auto";
// Wait a bit for any animations to complete
await new Promise((resolve) => setTimeout(resolve, 100));
};

View File

@@ -0,0 +1,54 @@
() => {
return new Promise((resolve) => {
const filterImage = (img) => {
// Filter out images that are too small
if (img.width < 100 && img.height < 100) return false;
// Filter out images that are not visible
const rect = img.getBoundingClientRect();
if (rect.width === 0 || rect.height === 0) return false;
// Filter out images with certain class names (e.g., icons, thumbnails)
if (img.classList.contains("icon") || img.classList.contains("thumbnail")) return false;
// Filter out images with certain patterns in their src (e.g., placeholder images)
if (img.src.includes("placeholder") || img.src.includes("icon")) return false;
return true;
};
const images = Array.from(document.querySelectorAll("img")).filter(filterImage);
let imagesLeft = images.length;
if (imagesLeft === 0) {
resolve();
return;
}
const checkImage = (img) => {
if (img.complete && img.naturalWidth !== 0) {
img.setAttribute("width", img.naturalWidth);
img.setAttribute("height", img.naturalHeight);
imagesLeft--;
if (imagesLeft === 0) resolve();
}
};
images.forEach((img) => {
checkImage(img);
if (!img.complete) {
img.onload = () => {
checkImage(img);
};
img.onerror = () => {
imagesLeft--;
if (imagesLeft === 0) resolve();
};
}
});
// Fallback timeout of 5 seconds
// setTimeout(() => resolve(), 5000);
resolve();
});
};

View File

@@ -1,7 +1,7 @@
from abc import ABC, abstractmethod
from typing import Optional, Dict, Any, Tuple
from .models import MarkdownGenerationResult
from .utils import CustomHTML2Text
from .html2text import CustomHTML2Text
from .content_filter_strategy import RelevantContentFilter, BM25ContentFilter
import re
from urllib.parse import urljoin
@@ -9,6 +9,17 @@ from urllib.parse import urljoin
# Pre-compile the regex pattern
LINK_PATTERN = re.compile(r'!?\[([^\]]+)\]\(([^)]+?)(?:\s+"([^"]*)")?\)')
def fast_urljoin(base: str, url: str) -> str:
"""Fast URL joining for common cases."""
if url.startswith(('http://', 'https://', 'mailto:', '//')):
return url
if url.startswith('/'):
# Handle absolute paths
if base.endswith('/'):
return base[:-1] + url
return base + url
return urljoin(base, url)
class MarkdownGenerationStrategy(ABC):
"""Abstract base class for markdown generation strategies."""
def __init__(self, content_filter: Optional[RelevantContentFilter] = None, options: Optional[Dict[str, Any]] = None):
@@ -118,13 +129,3 @@ class DefaultMarkdownGenerator(MarkdownGenerationStrategy):
fit_html=filtered_html,
)
def fast_urljoin(base: str, url: str) -> str:
"""Fast URL joining for common cases."""
if url.startswith(('http://', 'https://', 'mailto:', '//')):
return url
if url.startswith('/'):
# Handle absolute paths
if base.endswith('/'):
return base[:-1] + url
return base + url
return urljoin(base, url)

View File

@@ -23,6 +23,7 @@ class CrawlResult(BaseModel):
links: Dict[str, List[Dict]] = {}
downloaded_files: Optional[List[str]] = None
screenshot: Optional[str] = None
pdf : Optional[bytes] = None
markdown: Optional[Union[str, MarkdownGenerationResult]] = None
markdown_v2: Optional[MarkdownGenerationResult] = None
fit_markdown: Optional[str] = None
@@ -39,6 +40,7 @@ class AsyncCrawlResponse(BaseModel):
response_headers: Dict[str, str]
status_code: int
screenshot: Optional[str] = None
pdf_data: Optional[bytes] = None
get_delayed_content: Optional[Callable[[Optional[float]], Awaitable[str]]] = None
downloaded_files: Optional[List[str]] = None

View File

@@ -1,34 +0,0 @@
import time
import cProfile
import pstats
from functools import wraps
def profile_and_time(func):
@wraps(func)
def wrapper(self, *args, **kwargs):
# Start timer
start_time = time.perf_counter()
# Setup profiler
profiler = cProfile.Profile()
profiler.enable()
# Run function
result = func(self, *args, **kwargs)
# Stop profiler
profiler.disable()
# Calculate elapsed time
elapsed_time = time.perf_counter() - start_time
# Print timing
print(f"[PROFILER] Scraping completed in {elapsed_time:.2f} seconds")
# Print profiling stats
stats = pstats.Stats(profiler)
stats.sort_stats('cumulative') # Sort by cumulative time
stats.print_stats(20) # Print top 20 time-consuming functions
return result
return wrapper

View File

@@ -19,142 +19,17 @@ from typing import Optional, Tuple, Dict, Any
import xxhash
from colorama import Fore, Style, init
import textwrap
import cProfile
import pstats
from functools import wraps
from .html2text import HTML2Text
class CustomHTML2Text(HTML2Text):
def __init__(self, *args, handle_code_in_pre=False, **kwargs):
super().__init__(*args, **kwargs)
self.inside_pre = False
self.inside_code = False
self.preserve_tags = set() # Set of tags to preserve
self.current_preserved_tag = None
self.preserved_content = []
self.preserve_depth = 0
self.handle_code_in_pre = handle_code_in_pre
# Configuration options
self.skip_internal_links = False
self.single_line_break = False
self.mark_code = False
self.include_sup_sub = False
self.body_width = 0
self.ignore_mailto_links = True
self.ignore_links = False
self.escape_backslash = False
self.escape_dot = False
self.escape_plus = False
self.escape_dash = False
self.escape_snob = False
def update_params(self, **kwargs):
"""Update parameters and set preserved tags."""
for key, value in kwargs.items():
if key == 'preserve_tags':
self.preserve_tags = set(value)
elif key == 'handle_code_in_pre':
self.handle_code_in_pre = value
else:
setattr(self, key, value)
def handle_tag(self, tag, attrs, start):
# Handle preserved tags
if tag in self.preserve_tags:
if start:
if self.preserve_depth == 0:
self.current_preserved_tag = tag
self.preserved_content = []
# Format opening tag with attributes
attr_str = ''.join(f' {k}="{v}"' for k, v in attrs.items() if v is not None)
self.preserved_content.append(f'<{tag}{attr_str}>')
self.preserve_depth += 1
return
else:
self.preserve_depth -= 1
if self.preserve_depth == 0:
self.preserved_content.append(f'</{tag}>')
# Output the preserved HTML block with proper spacing
preserved_html = ''.join(self.preserved_content)
self.o('\n' + preserved_html + '\n')
self.current_preserved_tag = None
return
# If we're inside a preserved tag, collect all content
if self.preserve_depth > 0:
if start:
# Format nested tags with attributes
attr_str = ''.join(f' {k}="{v}"' for k, v in attrs.items() if v is not None)
self.preserved_content.append(f'<{tag}{attr_str}>')
else:
self.preserved_content.append(f'</{tag}>')
return
# Handle pre tags
if tag == 'pre':
if start:
self.o('```\n') # Markdown code block start
self.inside_pre = True
else:
self.o('\n```\n') # Markdown code block end
self.inside_pre = False
elif tag == 'code':
if self.inside_pre and not self.handle_code_in_pre:
# Ignore code tags inside pre blocks if handle_code_in_pre is False
return
if start:
self.o('`') # Markdown inline code start
self.inside_code = True
else:
self.o('`') # Markdown inline code end
self.inside_code = False
else:
super().handle_tag(tag, attrs, start)
def handle_data(self, data, entity_char=False):
"""Override handle_data to capture content within preserved tags."""
if self.preserve_depth > 0:
self.preserved_content.append(data)
return
if self.inside_pre:
# Output the raw content for pre blocks, including content inside code tags
self.o(data) # Directly output the data as-is (preserve newlines)
return
if self.inside_code:
# Inline code: no newlines allowed
self.o(data.replace('\n', ' '))
return
# Default behavior for other tags
super().handle_data(data, entity_char)
# # Handle pre tags
# if tag == 'pre':
# if start:
# self.o('```\n')
# self.inside_pre = True
# else:
# self.o('\n```')
# self.inside_pre = False
# # elif tag in ["h1", "h2", "h3", "h4", "h5", "h6"]:
# # pass
# else:
# super().handle_tag(tag, attrs, start)
# def handle_data(self, data, entity_char=False):
# """Override handle_data to capture content within preserved tags."""
# if self.preserve_depth > 0:
# self.preserved_content.append(data)
# return
# super().handle_data(data, entity_char)
class InvalidCSSSelectorError(Exception):
pass
def create_box_message(
message: str,
type: str = "info",
width: int = 80,
width: int = 120,
add_newlines: bool = True,
double_line: bool = False
) -> str:
@@ -373,50 +248,6 @@ def escape_json_string(s):
return s
class CustomHTML2Text_v0(HTML2Text):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.inside_pre = False
self.inside_code = False
self.skip_internal_links = False
self.single_line_break = False
self.mark_code = False
self.include_sup_sub = False
self.body_width = 0
self.ignore_mailto_links = True
self.ignore_links = False
self.escape_backslash = False
self.escape_dot = False
self.escape_plus = False
self.escape_dash = False
self.escape_snob = False
def handle_tag(self, tag, attrs, start):
if tag == 'pre':
if start:
self.o('```\n')
self.inside_pre = True
else:
self.o('\n```')
self.inside_pre = False
elif tag in ["h1", "h2", "h3", "h4", "h5", "h6"]:
pass
# elif tag == 'code' and not self.inside_pre:
# if start:
# if not self.inside_pre:
# self.o('`')
# self.inside_code = True
# else:
# if not self.inside_pre:
# self.o('`')
# self.inside_code = False
super().handle_tag(tag, attrs, start)
def replace_inline_tags(soup, tags, only_text=False):
tag_replacements = {
'b': lambda tag: f"**{tag.text}**",
@@ -978,7 +809,6 @@ def extract_metadata(html, soup=None):
return metadata
def extract_xml_tags(string):
tags = re.findall(r'<(\w+)>', string)
return list(set(tags))
@@ -996,7 +826,6 @@ def extract_xml_data(tags, string):
return data
# Function to perform the completion with exponential backoff
def perform_completion_with_backoff(
provider,
prompt_with_variables,
@@ -1010,7 +839,11 @@ def perform_completion_with_backoff(
max_attempts = 3
base_delay = 2 # Base delay in seconds, you can adjust this based on your needs
extra_args = {}
extra_args = {
"temperature": 0.01,
'api_key': api_token,
'base_url': base_url
}
if json_response:
extra_args["response_format"] = { "type": "json_object" }
@@ -1019,14 +852,12 @@ def perform_completion_with_backoff(
for attempt in range(max_attempts):
try:
response =completion(
model=provider,
messages=[
{"role": "user", "content": prompt_with_variables}
],
temperature=0.01,
api_key=api_token,
base_url=base_url,
**extra_args
)
return response # Return the successful response
@@ -1350,6 +1181,35 @@ def clean_tokens(tokens: list[str]) -> list[str]:
and not token.startswith('')
and not token.startswith('')]
def profile_and_time(func):
@wraps(func)
def wrapper(self, *args, **kwargs):
# Start timer
start_time = time.perf_counter()
# Setup profiler
profiler = cProfile.Profile()
profiler.enable()
# Run function
result = func(self, *args, **kwargs)
# Stop profiler
profiler.disable()
# Calculate elapsed time
elapsed_time = time.perf_counter() - start_time
# Print timing
print(f"[PROFILER] Scraping completed in {elapsed_time:.2f} seconds")
# Print profiling stats
stats = pstats.Stats(profiler)
stats.sort_stats('cumulative') # Sort by cumulative time
stats.print_stats(20) # Print top 20 time-consuming functions
return result
return wrapper
def generate_content_hash(content: str) -> str:
"""Generate a unique hash for content"""
@@ -1363,7 +1223,8 @@ def ensure_content_dirs(base_path: str) -> Dict[str, str]:
'cleaned': 'cleaned_html',
'markdown': 'markdown_content',
'extracted': 'extracted_content',
'screenshots': 'screenshots'
'screenshots': 'screenshots',
'screenshot': 'screenshots'
}
content_paths = {}
@@ -1372,4 +1233,60 @@ def ensure_content_dirs(base_path: str) -> Dict[str, str]:
os.makedirs(path, exist_ok=True)
content_paths[key] = path
return content_paths
return content_paths
def get_error_context(exc_info, context_lines: int = 5):
"""
Extract error context with more reliable line number tracking.
Args:
exc_info: The exception info from sys.exc_info()
context_lines: Number of lines to show before and after the error
Returns:
dict: Error context information
"""
import traceback
import linecache
import os
# Get the full traceback
tb = traceback.extract_tb(exc_info[2])
# Get the last frame (where the error occurred)
last_frame = tb[-1]
filename = last_frame.filename
line_no = last_frame.lineno
func_name = last_frame.name
# Get the source code context using linecache
# This is more reliable than inspect.getsourcelines
context_start = max(1, line_no - context_lines)
context_end = line_no + context_lines + 1
# Build the context lines with line numbers
context_lines = []
for i in range(context_start, context_end):
line = linecache.getline(filename, i)
if line:
# Remove any trailing whitespace/newlines and add the pointer for error line
line = line.rstrip()
pointer = '' if i == line_no else ' '
context_lines.append(f"{i:4d} {pointer} {line}")
# Join the lines with newlines
code_context = '\n'.join(context_lines)
# Get relative path for cleaner output
try:
rel_path = os.path.relpath(filename)
except ValueError:
# Fallback if relpath fails (can happen on Windows with different drives)
rel_path = filename
return {
"filename": rel_path,
"line_no": line_no,
"function": func_name,
"code_context": code_context
}