from views.mainScreen import MainFrame from models.data import TextData from Ai.interence import VeraMindInference class MainFrameController: def __init__(self,frame:MainFrame) -> None: self.frame = frame self.model_inference = VeraMindInference('VeraMind-Mini') def get_textdata(self) -> TextData: text_data = TextData() text_data.url = self.frame.entry_url.get() if text_data.text_from_url(): text_data.text = self.frame.input_textbox.get("0.0", "end") return text_data def press_check_button(self): text_data = self.get_textdata() print(f"text:{text_data.text}") self.prediction(text_data) self.frame.output_textbox.configure(state="normal") self.frame.output_textbox.delete("0.0", "end") self.frame.output_textbox.insert("0.0",f"{text_data.get_output()}") self.frame.output_textbox.configure(state="disabled") def prediction(self, text_data:TextData) -> TextData: result = self.model_inference.predict(text_data.text) text_data.confidence = result["confidence"] text_data.result = result["result"] print(f"Prediction: {text_data.result}") print(f"Confidence: {text_data.confidence}") return text_data