Update app.py

app.py

@@ -1,7 +1,6 @@
 import gradio as gr
 import json
-from datasets import load_dataset
-from sentence_transformers import SentenceTransformer, InputExample, losses, util, evaluation
+from sentence_transformers import SentenceTransformer, InputExample, util
 import pandas as pd
 
 def Main(Modelo, Texto1, Texto2):
@@ -19,25 +18,6 @@ def Main(Modelo, Texto1, Texto2):
   
   return [error, modelResult]
     
-def ConvertJsonToList(fileName):
-  subject_fileDataset = load_dataset("json", data_files=fileName)
-
-  samples = []
-
-  for i in range (0,len(subject_fileDataset["train"])): #len(subject1)
-    hashed_id = subject_fileDataset["train"][i]['hashed_id']
-    mark = subject_fileDataset["train"][i]['nota']
-    responseStudent = subject_fileDataset["train"][i]['respuesta']
-    responseTeacher = ""
-    for j in range(0,len(subject_fileDataset["train"][i]['metadata']['minipreguntas'])):
-      responseTeacher = responseTeacher + subject_fileDataset["train"][i]['metadata']['minipreguntas'][j]['minirespuesta']
-    
-    ie = InputExample(guid= hashed_id, texts=[responseTeacher, responseStudent], label=mark)
-
-    samples.append(ie)
-
-  return samples
-  
 def TestModel(checkpoint, data):
   local_model_path = checkpoint
   model = SentenceTransformer(local_model_path)