refactor: remove commented sections and clean up code in various files

backend/api/services/docit2mf_build_service.py

@@ -1,5 +1,3 @@
-# services/docit2mf_build_service.py
-
 from typing import List, Union
 from api.models.docit2mf_models import DoCIT2MFRequest
 from api.models.docmf_models import DoCMFRequest
@@ -32,13 +30,11 @@ def _enforce_upper_ge_lower(lower, upper):
     Garantiza que la UMF (upper) nunca quede por debajo de la LMF (lower).
     Ajusta los valores de pertenencia si es necesario.
     """
-    # left nodes
     for i in range(len(lower["left_nodes"])):
         ly = lower["left_nodes"][i][1]
         uy = upper["left_nodes"][i][1]
         upper["left_nodes"][i][1] = max(uy, ly)
 
-    # right nodes
     for i in range(len(lower["right_nodes"])):
         ly = lower["right_nodes"][i][1]
         uy = upper["right_nodes"][i][1]
@@ -58,9 +54,6 @@ def build_it2mf_from_level(level: DoCIT2MFRequest):
     }
     """
 
-    # -------------------------
-    # LMF (mínimos)
-    # -------------------------
     left_min = _extract_bounds(level.left_blank_cards, "min")
     right_min = _extract_bounds(level.right_blank_cards, "min")
 
@@ -74,18 +67,13 @@ def build_it2mf_from_level(level: DoCIT2MFRequest):
         right_blank_cards=right_min,
     )
 
-    # Convertir a dict para poder manipular como diccionario
     lower = build_doc_mf_level(lower_level)
     if hasattr(lower, "model_dump"):
         lower = lower.model_dump()
 
-    # Asegurar que los nodos son listas mutables y ordenar
     lower["left_nodes"] = _sort_nodes(lower["left_nodes"])
     lower["right_nodes"] = _sort_nodes(lower["right_nodes"])
 
-    # -------------------------
-    # UMF (máximos)
-    # -------------------------
     left_max = _extract_bounds(level.left_blank_cards, "max")
     right_max = _extract_bounds(level.right_blank_cards, "max")
 
@@ -99,18 +87,13 @@ def build_it2mf_from_level(level: DoCIT2MFRequest):
         right_blank_cards=right_max,
     )
 
-    # Convertir a dict para poder manipular como diccionario
     upper = build_doc_mf_level(upper_level)
     if hasattr(upper, "model_dump"):
         upper = upper.model_dump()
 
-    # Asegurar que los nodos son listas mutables y ordenar
     upper["left_nodes"] = _sort_nodes(upper["left_nodes"])
     upper["right_nodes"] = _sort_nodes(upper["right_nodes"])
 
-    # -------------------------
-    # FIX: evitar inversión vertical (UMF < LMF)
-    # -------------------------
     upper = _enforce_upper_ge_lower(lower, upper)
 
     return {

backend/api/services/docmf_build_service.py

@@ -1,5 +1,3 @@
-# services/docmf_build_service.py
-
 from api.models.docmf_models import DoCMFRequest
 from api.models.user_models import FuzzyTerm
 
@@ -8,7 +6,6 @@ def build_single_docmf(request: DoCMFRequest):
     a, b = request.core
     c, d = request.support
 
-    # LEFT
     TL = sum(e + 1 for e in request.left_blank_cards)
     YL = 1 / TL
     left_nodes = []
@@ -21,7 +18,6 @@ def build_single_docmf(request: DoCMFRequest):
             acc += request.left_blank_cards[i - 1] + 1
             left_nodes.append((x, round(acc * YL, 4)))
 
-    # RIGHT
     TR = sum(e + 1 for e in request.right_blank_cards)
     YR = 1 / TR
     right_nodes = []

backend/api/services/docmf_simple_validation_service.py

@@ -4,7 +4,6 @@ def validate_simple_level(level: dict):
     a, b = level["core"]
     c, d = level["support"]
 
-    # Validación: núcleo dentro del soporte
     if not (c <= a < b <= d):
         errors.append("El núcleo debe estar completamente dentro del soporte.")
 

backend/api/services/docmf_validation_service.py

@@ -4,11 +4,9 @@ def validate_single_level(level: dict):
     a, b = level["core"]
     c, d = level["support"]
 
-    # Core dentro del soporte
     if not (c <= a < b <= d):
         errors.append("El núcleo debe estar completamente dentro del soporte.")
 
-    # Nodos cubren correctamente el soporte
     left = level["left_nodes"]
     right = level["right_nodes"]