@@ -42,14 +42,9 @@ def _create_markdown_link(attribute: str, model: str) -> str:
4242    return  f"[{ attribute } { link_prefix } { slug }  
4343
4444
45- def  _escape_backslashes (text : str ) ->  str :
46-     """Escape backslashes for proper markdown rendering.""" 
47-     return  text .replace (r"\\" , r"\\\\" )
48- 
49- 
50- def  _format_validation_rules (rules : str ) ->  str :
45+ def  _format_validation_rules (col : pd .Series ) ->  pd .Series :
5146    """Format validation rules, replacing empty strings with '_None_'.""" 
52-     return  _escape_backslashes ( rules )  if   rules   else   "_None_" 
47+     return  col . str . replace ( r"\\" ,  r"\\\\" ,  regex = True ). replace ( "" ,  "_None_" ) 
5348
5449
5550# --- Core logic functions --- 
@@ -70,13 +65,15 @@ def generate_linked_table(model: str):
7065    examples_df  =  pd .read_csv (example_file , quoting = 1 ).fillna ("" )
7166
7267    # First select only the columns we want from annotation_df 
73-     df  =  annotation_df [[
74-         "Attribute" ,
75-         "Description" ,
76-         "Required" ,
77-         "Validation Rules" ,
78-         "Valid Values" ,
79-     ]]
68+     df  =  annotation_df [
69+         [
70+             "Attribute" ,
71+             "Description" ,
72+             "Required" ,
73+             "Validation Rules" ,
74+             "Valid Values" ,
75+         ]
76+     ]
8077
8178    # Then add the Example column and rename it to Examples 
8279    df  =  df .merge (
@@ -97,16 +94,17 @@ def generate_linked_table(model: str):
9794
9895    # Fix any remaining rendering issues, such as escaping backslashes. 
9996    # then output table as CSV. 
100-     df ["Validation Rules" ] =  df ["Validation Rules" ]. apply ( _format_validation_rules )
97+     df ["Validation Rules" ] =  _format_validation_rules ( df ["Validation Rules" ])
10198    df [COLS_TO_RENDER ].to_csv (reference_file , index = False )
10299
103100
104101def  generate_valid_values_markdown (model : str ):
105102    """Generate docs page for standard terms of the given data model.""" 
106103    dest_parent_dir  =  join ("docs" , "valid_values" )
107104
108-     with  open (join ("modules" , MAPPING_FILENAME )) as  f , \
109-          open (join (dest_parent_dir , f"{ model }  ), "w" ) as  md :
105+     with  open (join ("modules" , MAPPING_FILENAME )) as  f , open (
106+         join (dest_parent_dir , f"{ model }  ), "w" 
107+     ) as  md :
110108        mapping  =  yaml .safe_load (f )
111109
112110        # Create a section in the docs page for each attribute that has a list 
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