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Update app.py

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  1. app.py +10 -15
app.py CHANGED
@@ -3,14 +3,12 @@ import joblib
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  import requests
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  import os
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  from lime.lime_text import LimeTextExplainer
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- from fastapi import FastAPI
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- from gradio.routes import mount_gradio_app
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  # Constants
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  CLASSES = ["Non-Hate Speech", "Hate Speech"]
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  STOPWORDS = {
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  "แƒ™แƒ˜", "แƒแƒ แƒ", "แƒ“แƒ", "แƒ แƒแƒ›", "แƒ แƒแƒ“แƒ’แƒแƒœ", "แƒ˜แƒก", "แƒ”แƒก", "แƒ แƒ", "แƒ›แƒแƒก", "แƒ›แƒ˜แƒกแƒ˜",
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- "แƒจแƒ”แƒœแƒ˜", "แƒฉแƒ”แƒ›แƒ˜", "แƒ แƒแƒ“", "แƒ แƒแƒขแƒแƒ›", "แƒ›แƒ”แƒ แƒ”", "แƒแƒœ", "แƒแƒฃ", "แƒแƒ›แƒ˜แƒก", "แƒ˜แƒ›แƒ˜แƒก",
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  "แƒ แƒแƒ›แƒช", "แƒ”แƒ”", "แƒ”แƒ”แƒ”", "แƒฎแƒแƒ ", "แƒ•แƒแƒ ", "แƒ แƒแƒ’แƒแƒ แƒช", "แƒ แƒแƒช", "แƒ แƒแƒ“แƒ”แƒกแƒแƒช",
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  "แƒกแƒแƒ“แƒแƒช", "แƒ—แƒฃ", "แƒ แƒ", "แƒ แƒแƒ›แƒ”แƒšแƒ˜", "แƒ แƒแƒ›แƒšแƒ˜แƒช", "แƒ แƒแƒ“แƒ˜แƒก", "แƒ แƒแƒฆแƒ", "แƒ›แƒแƒ’แƒ แƒแƒ›",
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  "แƒแƒ ", "แƒแƒฅ", "แƒ˜แƒฅ", "แƒจแƒ”แƒ›แƒ“แƒ”แƒ’", "แƒกแƒแƒ“", "แƒ›แƒ”", "แƒจแƒ”แƒœ", "แƒ—แƒฅแƒ•แƒ”แƒœ", "แƒ›แƒ˜แƒ”แƒ ",
@@ -58,19 +56,16 @@ def api_predict(text):
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  words = get_hate_words(text)
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  return {"hate_words": words}
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- # Create the main Gradio UI
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- with gr.Blocks() as gradio_ui:
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  input_text = gr.Textbox(label="Enter Georgian text")
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  output_json = gr.JSON(label="Detected Hate Words")
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  submit_btn = gr.Button("Predict")
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- submit_btn.click(fn=api_predict, inputs=input_text, outputs=output_json)
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-
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- # Create FastAPI app
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- app = FastAPI()
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-
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- # Mount Gradio UI at `/`
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- app = mount_gradio_app(app, gradio_ui, path="/")
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- # Mount Gradio API interface at `/predict`
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- api_interface = gr.Interface(fn=api_predict, inputs=gr.Textbox(), outputs="json")
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- app = mount_gradio_app(app, api_interface, path="/predict")
 
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  import requests
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  import os
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  from lime.lime_text import LimeTextExplainer
 
 
6
 
7
  # Constants
8
  CLASSES = ["Non-Hate Speech", "Hate Speech"]
9
  STOPWORDS = {
10
  "แƒ™แƒ˜", "แƒแƒ แƒ", "แƒ“แƒ", "แƒ แƒแƒ›", "แƒ แƒแƒ“แƒ’แƒแƒœ", "แƒ˜แƒก", "แƒ”แƒก", "แƒ แƒ", "แƒ›แƒแƒก", "แƒ›แƒ˜แƒกแƒ˜",
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+ "แƒจแƒ”แƒœแƒ˜", "แƒฉแƒ”แƒ›แƒ˜", "แƒ แƒแƒ“", "แƒ แƒแƒขแƒแƒ›" "แƒ›แƒ”แƒ แƒ”", "แƒแƒœ", "แƒแƒฃ", "แƒแƒ›แƒ˜แƒก", "แƒ˜แƒ›แƒ˜แƒก",
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  "แƒ แƒแƒ›แƒช", "แƒ”แƒ”", "แƒ”แƒ”แƒ”", "แƒฎแƒแƒ ", "แƒ•แƒแƒ ", "แƒ แƒแƒ’แƒแƒ แƒช", "แƒ แƒแƒช", "แƒ แƒแƒ“แƒ”แƒกแƒแƒช",
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  "แƒกแƒแƒ“แƒแƒช", "แƒ—แƒฃ", "แƒ แƒ", "แƒ แƒแƒ›แƒ”แƒšแƒ˜", "แƒ แƒแƒ›แƒšแƒ˜แƒช", "แƒ แƒแƒ“แƒ˜แƒก", "แƒ แƒแƒฆแƒ", "แƒ›แƒแƒ’แƒ แƒแƒ›",
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  "แƒแƒ ", "แƒแƒฅ", "แƒ˜แƒฅ", "แƒจแƒ”แƒ›แƒ“แƒ”แƒ’", "แƒกแƒแƒ“", "แƒ›แƒ”", "แƒจแƒ”แƒœ", "แƒ—แƒฅแƒ•แƒ”แƒœ", "แƒ›แƒ˜แƒ”แƒ ",
 
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  words = get_hate_words(text)
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  return {"hate_words": words}
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+ with gr.Blocks() as demo:
 
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  input_text = gr.Textbox(label="Enter Georgian text")
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  output_json = gr.JSON(label="Detected Hate Words")
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  submit_btn = gr.Button("Predict")
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+
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+ submit_btn.click(
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+ fn=api_predict,
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+ inputs=input_text,
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+ outputs=output_json,
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+ api_name="predict" # This is the key addition
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+ )
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+ demo.launch()