extract page content WIP
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3 changed files with 226 additions and 1 deletions
225
extract_content.py
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225
extract_content.py
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import os
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from pathlib import Path
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from bs4 import BeautifulSoup, Comment
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# ======================
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# CONFIG
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# ======================
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SOURCE_DIR = Path("../output/pages")
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OUTPUT_DIR = Path("../output/cleaned_pages")
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REMOVE_SELECTORS = [
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"#toc",
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".toc",
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".mw-editsection",
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".reference",
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".noprint",
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".mw-jump",
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"#catlinks",
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".printfooter",
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".mw-category",
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".mw-normal-catlinks",
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".mw-category-generated",
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"#mw-subcategories",
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"#mw-pages"
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]
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REMOVE_TAGS = [
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"script",
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"style",
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]
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SECTION_TITLES_TO_REMOVE = [
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"see also",
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"subcategories",
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"categories",
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]
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REMOVE_CLASSES_CONTAINS = [
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"navbox",
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"vertical-navbox",
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"mw-collapsible",
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]
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STRIP_ATTRIBUTES = [
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"style",
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"class",
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"width",
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"height",
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"border",
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]
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# ======================
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# HELPERS
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# ======================
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def safe_elements(elements):
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for el in list(elements):
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if getattr(el, "attrs", None):
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yield el
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def is_unwanted_section(title: str) -> bool:
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title = title.lower()
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return any(t in title for t in SECTION_TITLES_TO_REMOVE)
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def remove_section(header):
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el = header
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while True:
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next_el = el.find_next_sibling()
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el.decompose()
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if not next_el or next_el.name in ["h1", "h2", "h3"]:
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break
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el = next_el
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def is_bad_collapsible(el):
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classes = el.get("class", [])
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return (
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"mw-collapsible" in classes
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and "navbox" in classes # ou autre critère
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)
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def is_in_rules_clarifications(el):
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prev = el.find_previous(["h1", "h2", "h3"])
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if not prev:
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return False
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title = prev.get_text(strip=True).lower()
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return "rules clarification" in title
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# ======================
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# CORE FUNCTIONS
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# ======================
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def clean_html_file(input_path: Path, output_path: Path):
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html = input_path.read_text(encoding="utf-8", errors="ignore")
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soup = BeautifulSoup(html, "html.parser")
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# Remove comments (HTTrack etc.)
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for comment in soup.find_all(string=lambda text: isinstance(text, Comment)):
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comment.extract()
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# Remove scripts/styles
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for tag in REMOVE_TAGS:
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for el in soup.find_all(tag):
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el.decompose()
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# Extract main content
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content = soup.select_one("#mw-content-text")
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if not content:
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print(f"[WARN] No content in {input_path.name}")
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return
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# Detect category pages
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title = soup.title.string if soup.title else ""
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if title and "Category:" in title:
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for el in content.select(".mw-category-generated"):
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el.decompose()
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# Remove unwanted blocks
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for selector in REMOVE_SELECTORS:
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for el in content.select(selector):
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el.decompose()
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# Remove unwanted sections by title (See also, Categories, Subcategories)
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for header in content.find_all(["h1", "h2", "h3"]):
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title = header.get_text(strip=True).lower()
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if is_unwanted_section(title):
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remove_section(header)
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# Remove unwanted class-based elements
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for el in safe_elements(content.find_all(True)):
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classes = el.attrs.get("class", [])
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if "mw-collapsible" in classes:
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if not is_in_rules_clarifications(el):
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el.decompose()
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continue
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if any(rc in c for c in classes for rc in REMOVE_CLASSES_CONTAINS if rc != "mw-collapsible"):
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el.decompose()
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# Remove hidden rows (display:none)
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for el in safe_elements(content.find_all(True)):
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style = el.get("style", "")
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if style and "display: none" in style:
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el.decompose()
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# Strip attributes
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for el in safe_elements(content.find_all(True)):
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for attr in STRIP_ATTRIBUTES:
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el.attrs.pop(attr, None)
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# Remove MediaWiki edit links & sections
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for el in content.select(".mw-editsection"):
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el.decompose()
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for a in content.find_all("a"):
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href = a.get("href", "")
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text = a.get_text(strip=True).lower()
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if "action=edit" not in href and text != "edit":
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continue
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parent = a.parent
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if parent:
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parent_text = parent.get_text(strip=True)
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if parent_text.replace(" ", "") in {"(edit)", "(edit)"}:
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parent.decompose()
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continue
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a.decompose()
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for el in content.find_all(string=True):
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t = el.strip()
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if t in {"(", ")"}:
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if len(el.parent.get_text(strip=True)) <= 2:
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el.extract()
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# Remove MediaWiki show/hide links
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for el in content.select(
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".mw-collapsible-toggle, .mw-collapsible-text, .mw-collapsible-toggle-placeholder"
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):
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el.decompose()
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for el in content.find_all(string=True):
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t = el.strip().lower()
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if any(x in t for x in [
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"show/hide",
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"click expand",
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"expand to read",
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"( )",
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"[ ]"
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]):
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el.extract()
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# Fix links (important for next steps)
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for a in list(content.find_all("a")):
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href = a.attrs.get("href")
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if not href:
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continue
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href = href.replace("../", "")
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href = href.replace("index.php?title=", "")
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a["href"] = href
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# Simplify image links
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for a in list(content.find_all("a", class_="image")):
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img = a.find("img")
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if img:
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a.replace_with(img)
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for img in content.find_all("img"):
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src = img.get("src", "")
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src = src.replace("../", "")
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img["src"] = src
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# Output cleaned HTML
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cleaned_html = content.prettify()
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output_path.write_text(cleaned_html, encoding="utf-8")
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def process_all():
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OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
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for file in SOURCE_DIR.glob("*.html"):
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output_file = OUTPUT_DIR / file.name
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clean_html_file(file, output_file)
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print("✅ Cleaning complete")
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if __name__ == "__main__":
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process_all()
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@ -9,7 +9,7 @@ from difflib import SequenceMatcher
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from bs4 import BeautifulSoup
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from bs4 import BeautifulSoup
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import unicodedata
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import unicodedata
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SOURCE_DIR = Path("../original_index")
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SOURCE_DIR = Path("../test")
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OUTPUT_DIR = Path("../output")
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OUTPUT_DIR = Path("../output")
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PAGES_DIR = Path(OUTPUT_DIR / "pages")
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PAGES_DIR = Path(OUTPUT_DIR / "pages")
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