Update app.py

app.py

@@ -3,10 +3,9 @@ import pandas as pd
 import numpy as np
 import spacy
 from spacy import displacy
+from transformers import AutoTokenizer,AutoModelForSequenceClassification, Trainer
 
-from transformers import AutoTokenizer, AutoModelForSequenceClassification, Trainer
-
-def linkify():
+def linkifyHTML():
   import pandas as pd
   import streamlit as st
   link1 = "https://stackoverflow.com/questions/71641666/hyperlink-in-streamlit-dataframe"
@@ -49,7 +48,6 @@ def bulk_function(filename):
   print(filename, type(filename))
   print(filename.name)
 
-
   # check type of input file
   if filename.name.split(".")[1] == "csv":
     print("entered")
@@ -65,12 +63,6 @@ def bulk_function(filename):
   else:
     return
 
-
-  # read csv
-  # even if index given, drop it
-  #df_input = pd.read_csv(filename.name, index_col=False)
-  #print("df_input", df_input)
-  
   # expect csv format to be in: 
   # 1: ID
   # 2: Texts
@@ -130,13 +122,16 @@ def bulk_function(filename):
   # return dataframe for space output
   return YOUR_FILENAME
   
-gr.Interface(bulk_function, 
-  inputs=[gr.inputs.File(file_count="single", type="file", label="Upload file", optional=False),],
+gr.Interface(
+  bulk_function, 
+  inputs=[gr.inputs.File(file_count="single",
+    type="file", 
+    label="Upload file", 
+    optional=False),
+  ],
   outputs=[gr.outputs.File(label="Output file")],
-  # examples=[["YOUR_FILENAME.csv"]], # computes, doesn't export df so far
-  #["highlight", "json", "html"],
-  theme="huggingface",
-             title="Emotion Classification from CSV",
-             description="Upload csv file with 2 columns (in order): (a) ID column, (b) text column. Model: https://huggingface.co/j-hartmann/emotion-english-distilroberta-base.",
-             allow_flagging=False,
-             ).launch(debug=True)
+    theme="huggingface",
+    title="CSV File to Sentence Emotion Classification",
+    description="Upload csv file with 2 columns (in order): (a) ID column, (b) text column. Model: https://huggingface.co/j-hartmann/emotion-english-distilroberta-base.",
+    allow_flagging=False,
+).launch(debug=True)