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browser_use/browser_use/dom/markdown_extractor.py
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"""
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Shared markdown extraction utilities for browser content processing.
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This module provides a unified interface for extracting clean markdown from browser content,
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used by both the tools service and page actor.
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"""
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import re
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from typing import TYPE_CHECKING, Any
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from browser_use.dom.serializer.html_serializer import HTMLSerializer
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from browser_use.dom.service import DomService
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if TYPE_CHECKING:
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from browser_use.browser.session import BrowserSession
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from browser_use.browser.watchdogs.dom_watchdog import DOMWatchdog
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async def extract_clean_markdown(
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browser_session: 'BrowserSession | None' = None,
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dom_service: DomService | None = None,
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target_id: str | None = None,
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extract_links: bool = False,
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) -> tuple[str, dict[str, Any]]:
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"""Extract clean markdown from browser content using enhanced DOM tree.
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This unified function can extract markdown using either a browser session (for tools service)
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or a DOM service with target ID (for page actor).
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Args:
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browser_session: Browser session to extract content from (tools service path)
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dom_service: DOM service instance (page actor path)
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target_id: Target ID for the page (required when using dom_service)
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extract_links: Whether to preserve links in markdown
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Returns:
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tuple: (clean_markdown_content, content_statistics)
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Raises:
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ValueError: If neither browser_session nor (dom_service + target_id) are provided
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"""
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# Validate input parameters
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if browser_session is not None:
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if dom_service is not None or target_id is not None:
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raise ValueError('Cannot specify both browser_session and dom_service/target_id')
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# Browser session path (tools service)
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enhanced_dom_tree = await _get_enhanced_dom_tree_from_browser_session(browser_session)
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current_url = await browser_session.get_current_page_url()
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method = 'enhanced_dom_tree'
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elif dom_service is not None and target_id is not None:
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# DOM service path (page actor)
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# Lazy fetch all_frames inside get_dom_tree if needed (for cross-origin iframes)
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enhanced_dom_tree, _ = await dom_service.get_dom_tree(target_id=target_id, all_frames=None)
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current_url = None # Not available via DOM service
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method = 'dom_service'
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else:
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raise ValueError('Must provide either browser_session or both dom_service and target_id')
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# Use the HTML serializer with the enhanced DOM tree
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html_serializer = HTMLSerializer(extract_links=extract_links)
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page_html = html_serializer.serialize(enhanced_dom_tree)
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original_html_length = len(page_html)
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# Use markdownify for clean markdown conversion
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from markdownify import markdownify as md
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content = md(
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page_html,
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heading_style='ATX', # Use # style headings
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strip=['script', 'style'], # Remove these tags
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bullets='-', # Use - for unordered lists
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code_language='', # Don't add language to code blocks
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escape_asterisks=False, # Don't escape asterisks (cleaner output)
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escape_underscores=False, # Don't escape underscores (cleaner output)
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escape_misc=False, # Don't escape other characters (cleaner output)
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autolinks=False, # Don't convert URLs to <> format
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default_title=False, # Don't add default title attributes
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keep_inline_images_in=[], # Don't keep inline images in any tags (we already filter base64 in HTML)
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)
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initial_markdown_length = len(content)
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# Minimal cleanup - markdownify already does most of the work
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content = re.sub(r'%[0-9A-Fa-f]{2}', '', content) # Remove any remaining URL encoding
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# Apply light preprocessing to clean up excessive whitespace
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content, chars_filtered = _preprocess_markdown_content(content)
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final_filtered_length = len(content)
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# Content statistics
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stats = {
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'method': method,
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'original_html_chars': original_html_length,
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'initial_markdown_chars': initial_markdown_length,
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'filtered_chars_removed': chars_filtered,
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'final_filtered_chars': final_filtered_length,
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}
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# Add URL to stats if available
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if current_url:
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stats['url'] = current_url
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return content, stats
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async def _get_enhanced_dom_tree_from_browser_session(browser_session: 'BrowserSession'):
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"""Get enhanced DOM tree from browser session via DOMWatchdog."""
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# Get the enhanced DOM tree from DOMWatchdog
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# This captures the current state of the page including dynamic content, shadow roots, etc.
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dom_watchdog: DOMWatchdog | None = browser_session._dom_watchdog
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assert dom_watchdog is not None, 'DOMWatchdog not available'
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# Use cached enhanced DOM tree if available, otherwise build it
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if dom_watchdog.enhanced_dom_tree is not None:
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return dom_watchdog.enhanced_dom_tree
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# Build the enhanced DOM tree if not cached
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await dom_watchdog._build_dom_tree_without_highlights()
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enhanced_dom_tree = dom_watchdog.enhanced_dom_tree
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assert enhanced_dom_tree is not None, 'Enhanced DOM tree not available'
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return enhanced_dom_tree
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# Legacy aliases removed - all code now uses the unified extract_clean_markdown function
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def _preprocess_markdown_content(content: str, max_newlines: int = 3) -> tuple[str, int]:
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"""
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Light preprocessing of markdown output - minimal cleanup with JSON blob removal.
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Args:
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content: Markdown content to lightly filter
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max_newlines: Maximum consecutive newlines to allow
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Returns:
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tuple: (filtered_content, chars_filtered)
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"""
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original_length = len(content)
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# Remove JSON blobs (common in SPAs like LinkedIn, Facebook, etc.)
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# These are often embedded as `{"key":"value",...}` and can be massive
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# Match JSON objects/arrays that are at least 100 chars long
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# This catches SPA state/config data without removing small inline JSON
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content = re.sub(r'`\{["\w].*?\}`', '', content, flags=re.DOTALL) # Remove JSON in code blocks
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content = re.sub(r'\{"\$type":[^}]{100,}\}', '', content) # Remove JSON with $type fields (common pattern)
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content = re.sub(r'\{"[^"]{5,}":\{[^}]{100,}\}', '', content) # Remove nested JSON objects
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# Compress consecutive newlines (4+ newlines become max_newlines)
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content = re.sub(r'\n{4,}', '\n' * max_newlines, content)
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# Remove lines that are only whitespace or very short (likely artifacts)
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lines = content.split('\n')
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filtered_lines = []
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for line in lines:
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stripped = line.strip()
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# Keep lines with substantial content
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if len(stripped) > 2:
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# Skip lines that look like JSON (start with { or [ and are very long)
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if (stripped.startswith('{') or stripped.startswith('[')) and len(stripped) > 100:
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continue
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filtered_lines.append(line)
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content = '\n'.join(filtered_lines)
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content = content.strip()
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chars_filtered = original_length - len(content)
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return content, chars_filtered
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