updated mainFrame
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@ -1,7 +1,11 @@
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from collections import deque
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import customtkinter as ctk
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from views.mainScreen import MainFrame
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from models.data import TextData
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from Ai.interence import VeraMindInference
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from utils.database.database import FakeNewsChecker
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from models.provider import Provider
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from collections import Counter
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from Ai.llm import ArticleRater
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BAD_WORDS = ["FAKE", "SATIRE", "Fake", "fake"]
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@ -12,24 +16,39 @@ WORDS = BAD_WORDS + GOOD_WORDS
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class MainFrameController:
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def __init__(self,frame:MainFrame) -> None:
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"""
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Controller class for the main frame of the application.
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Handles user interactions, data processing, and database operations.
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"""
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def __init__(self, frame: MainFrame) -> None:
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"""
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Initialize the controller with the main frame and required components.
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:param frame: The main frame of the application
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"""
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self.frame = frame
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self.model_inference = VeraMindInference('VeraMind-Mini')
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self.db = FakeNewsChecker()
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self.update_provider_list()
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self.rater = ArticleRater()
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def get_textdata(self) -> TextData:
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def get_text_data(self) -> TextData:
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"""
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Retrieve text data from the UI input fields.
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:return: TextData object containing URL and text content
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"""
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text_data = TextData()
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text_data.url = self.frame.entry_url.get()
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if text_data.text_from_url():
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if not text_data.text_from_url():
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text_data.text = self.frame.input_textbox.get("0.0", "end")
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return text_data
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def press_check_button(self):
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text_data = self.get_textdata()
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print(text_data.text)
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self.prediction(text_data)
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self._predict(text_data)
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self.frame.output_textbox.configure(state="normal")
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self.frame.output_textbox.delete("0.0", "end")
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@ -55,7 +74,8 @@ class MainFrameController:
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self.process_highlighting(highlight_buffer)
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self.frame.output_textbox.configure(state="disabled")
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self.update_provider_list()
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def process_highlighting(self, highlight_buffer):
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start_index = self.frame.output_textbox.index(f"end-{sum(len(c) for c in highlight_buffer)}c")
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end_index = self.frame.output_textbox.index("end")
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@ -83,11 +103,86 @@ class MainFrameController:
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self.frame.output_textbox.tag_config(tag_name, foreground=GOOD_COLOR)
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start = pos + len(word)
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def prediction(self, text_data:TextData) -> TextData:
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def _predict(self, text_data: TextData) -> TextData:
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"""
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Make a prediction using the VeraMind model.
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:param text_data: TextData object containing the text to analyze
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:return: Updated TextData object with prediction results
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"""
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result = self.model_inference.predict(text_data.text)
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text_data.confidence = result["confidence"]
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text_data.result = result["result"]
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print(f"Prediction: {text_data.result}")
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print(f"Confidence: {text_data.confidence}")
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return text_data
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text_data.result = result["result"]
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text_data.is_fake_news = result["is_fake"]
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return text_data
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def _add_to_db(self, text_data: TextData) -> None:
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"""
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Add the analyzed data to the database.
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:param text_data: TextData object containing the analyzed information
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"""
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self.db.insert_data(url=text_data.url, anbieter=text_data.get_provider(),is_fake_news= text_data.is_fake_news)
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def _fetch_db_data(self):
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self.text_data_list = []
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data = self.db.fetch_data()
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if data:
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for row in data:
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print(f"ID: {row[0]}, URL: {row[1]}, Anbieter: {row[2]}, Fake News: {'Ja' if row[3] else 'Nein'}")
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text_data = TextData(url=row[1], provider=row[2], is_fake_news= row[3])
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self.text_data_list.append(text_data)
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def sort_provider(self, text_data_list):
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# Gruppiere TextData-Objekte nach Provider
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provider_groups = {}
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for text_data in text_data_list:
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if text_data.provider:
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if text_data.provider not in provider_groups:
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provider_groups[text_data.provider] = []
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provider_groups[text_data.provider].append(text_data)
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# Zähle die Häufigkeit jedes Providers
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provider_counts = Counter(text_data.provider for text_data in text_data_list if text_data.provider)
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# Erstelle und sortiere die Provider-Liste
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sorted_providers = [
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Provider(name, count, provider_groups.get(name, []))
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for name, count in sorted(provider_counts.items(), key=lambda x: x[1], reverse=True)
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]
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return sorted_providers
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def update_provider_list(self):
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self._fetch_db_data()
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# Lösche vorhandene Einträge in der scrollbaren Ansicht
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for widget in self.frame.provider_container.winfo_children():
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widget.destroy()
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# Sortiere und zähle die Provider
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sorted_providers = self.sort_provider(self.text_data_list)
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# Füge die sortierten Provider zur scrollbaren Ansicht hinzu
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for i, provider in enumerate(sorted_providers):
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provider_frame = ctk.CTkFrame(self.frame.provider_container)
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provider_frame.pack(fill="x", padx=5, pady=2)
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name_label = ctk.CTkLabel(provider_frame, text=provider.title)
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name_label.pack(side="left", padx=5)
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count_label = ctk.CTkLabel(provider_frame, text=str(provider.get_fake_percentage())+"%")
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count_label.pack(side="right", padx=5)
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def _update_output(self, output: str) -> None:
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"""
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Update the output text box with the result.
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:param output: String containing the output to display
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"""
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self.frame.output_textbox.configure(state="normal")
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self.frame.output_textbox.delete("0.0", "end")
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self.frame.output_textbox.insert("0.0", output)
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self.frame.output_textbox.configure(state="disabled")
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