Update main.py

main.py

@@ -2,6 +2,7 @@ from fastapi import FastAPI
 from pydantic import BaseModel
 from fastapi.staticfiles import StaticFiles
 from fastapi.responses import FileResponse
+from ml_service import MlProcessing
 
 app = FastAPI()
 
@@ -13,7 +14,19 @@ class TextRatingRequest(BaseModel):
 def read_root(text_rating: TextRatingRequest):
     text = text_rating.text
     rating = text_rating.rating
-    return {"text": text, "rating":rating}
+    raw_data = {"text": text, "star_rating": rating, "skip": skip}
+        # processed_data = get_review_sentiment(raw_data)
+    ml = MlProcessing(comment_dict=raw_data)
+    processed_data = ml.main()
+    spans = processed_data.get('spans', list())
+    has_sentiments = True
+    if not any(spans):
+        spans = [{'label': plain_text, 'color': '', 'value': '', 'sentiment': '', 'score': ''}]
+        has_sentiments = False
+    processed_data['spans'] = spans
+    print(f"Processed data : {processed_data}")
+    print(f"Has sentiments : {has_sentiments}")
+    return {"processed_data": processed_data, "has_sentiments":has_sentiments}
 
 app.mount("/", StaticFiles(directory="static", html=True), name="static")