Update findInitialMarkups.py

findInitialMarkups.py

@@ -531,6 +531,10 @@ def print_tree_with_numbers(headers, listofheaders, indent=0):
     return listofheaders
     
 def get_toc_page_numbers(doc, max_pages_to_check=15):
+        # Precompute regex patterns
+    dot_pattern = re.compile(r'\.{3,}')
+    url_pattern = re.compile(r'https?://\S+|www\.\S+')
+    
     toc_pages = []
     for page_num in range(min(len(doc), max_pages_to_check)):
         page = doc.load_page(page_num)
@@ -561,6 +565,7 @@ def headersfrompdf(filePath):
     
     doc = fitz.open(stream=pdf_content, filetype="pdf")
     most_common_font_size, most_common_color, most_common_font = get_regular_font_size_and_color(doc)
+    
     toc_pages = get_toc_page_numbers(doc)
     hierarchy = build_header_hierarchy(doc,toc_pages, most_common_font_size, most_common_color, most_common_font)
     assign_numbers_to_headers(hierarchy)