Spaces:
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Running
Update utils/functions.py
Browse files- utils/functions.py +95 -106
utils/functions.py
CHANGED
@@ -12,12 +12,6 @@ from sqlalchemy import create_engine, Column, String, Integer, DateTime
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from sqlalchemy.ext.declarative import declarative_base
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from sqlalchemy.orm import sessionmaker
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from dotenv import load_dotenv
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# Za艂aduj zmienne 艣rodowiskowe z pliku .env (je艣li u偶ywasz)
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# W Streamlit Spaces Secrets s膮 automatycznie dost臋pne
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load_dotenv()
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# Konfiguracja logowania
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logging.basicConfig(
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filename='app.log',
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@@ -55,20 +49,15 @@ class Stats(Base):
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total_analyses = Column(Integer, default=0)
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total_frauds_detected = Column(Integer, default=0)
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# Tworzenie tabel w bazie danych
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Base.metadata.create_all(bind=engine)
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# Funkcje pomocnicze
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def get_db():
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db = SessionLocal()
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try:
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yield db
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finally:
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db.close()
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# Dodanie numeru telefonu do bazy danych
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def add_fake_number(phone_number):
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db = SessionLocal()
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try:
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existing_number = db.query(FakeNumber).filter(FakeNumber.phone_number == phone_number).first()
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@@ -89,8 +78,10 @@ def add_fake_number(phone_number):
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finally:
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db.close()
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# Sprawdzenie, czy numer telefonu jest w bazie danych
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def is_fake_number(phone_number):
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db = SessionLocal()
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try:
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exists = db.query(FakeNumber).filter(FakeNumber.phone_number == phone_number).first() is not None
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@@ -102,8 +93,89 @@ def is_fake_number(phone_number):
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finally:
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db.close()
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def get_phone_info(phone_number):
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try:
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parsed_number = phonenumbers.parse(phone_number, None)
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country = geocoder.description_for_number(parsed_number, 'pl')
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@@ -114,8 +186,10 @@ def get_phone_info(phone_number):
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logging.error(f"Nie uda艂o si臋 przetworzy膰 numeru telefonu {phone_number}: {e}")
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return None, None
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# Proste sprawdzenia heurystyczne wiadomo艣ci
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def simple_checks(message, language):
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warnings = []
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# Baza s艂贸w kluczowych (polski, niemiecki, angielski)
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scam_keywords = {
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@@ -134,8 +208,10 @@ def simple_checks(message, language):
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warnings.append("Wiadomo艣膰 zawiera pro艣b臋 o poufne informacje.")
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return warnings
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# Funkcja do analizy wiadomo艣ci za pomoc膮 API SambaNova
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def analyze_message(message, phone_number, additional_info, api_key, language):
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if not api_key:
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logging.error("Brak klucza API.")
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return "Brak klucza API.", "Brak klucza API.", "Brak klucza API."
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@@ -269,90 +345,3 @@ Provide your analysis and conclusions following the guidelines above."""
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except Exception as e:
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logging.error(f"API Connection Error: {e}")
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return f"API Connection Error: {e}", "Analysis Error.", "Analysis Error."
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-
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# Inicjalizacja pliku statystyk
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def init_stats_file():
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db = SessionLocal()
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try:
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stats = db.query(Stats).first()
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if not stats:
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new_stats = Stats()
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db.add(new_stats)
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db.commit()
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logging.info("Utworzono nowe statystyki.")
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except Exception as e:
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db.rollback()
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logging.error(f"Nie uda艂o si臋 zainicjalizowa膰 statystyk: {e}")
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finally:
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db.close()
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# Pobranie statystyk
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def get_stats():
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db = SessionLocal()
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try:
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stats = db.query(Stats).first()
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if stats:
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logging.info("Statystyki zosta艂y pobrane pomy艣lnie.")
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return {"total_analyses": stats.total_analyses, "total_frauds_detected": stats.total_frauds_detected}
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else:
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logging.info("Brak statystyk w bazie danych.")
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return {"total_analyses": 0, "total_frauds_detected": 0}
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except Exception as e:
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logging.error(f"Nie uda艂o si臋 pobra膰 statystyk: {e}")
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return {"total_analyses": 0, "total_frauds_detected": 0}
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finally:
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db.close()
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# Aktualizacja statystyk analizy
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def update_stats(fraud_detected=False):
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db = SessionLocal()
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try:
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stats = db.query(Stats).first()
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if not stats:
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stats = Stats()
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db.add(stats)
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stats.total_analyses += 1
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if fraud_detected:
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stats.total_frauds_detected += 1
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db.commit()
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logging.info(f"Statystyki zosta艂y zaktualizowane: Analiz {stats.total_analyses}, Oszustw {stats.total_frauds_detected}.")
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except Exception as e:
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db.rollback()
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logging.error(f"Nie uda艂o si臋 zaktualizowa膰 statystyk: {e}")
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finally:
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db.close()
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# Dodanie wpisu do historii analiz
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def add_to_history(message, phone_number, analysis, risk, recommendations):
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db = SessionLocal()
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try:
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new_entry = AnalysisHistory(
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message=message,
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phone_number=phone_number,
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analysis=analysis,
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risk_assessment=risk,
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recommendations=recommendations
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)
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db.add(new_entry)
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db.commit()
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logging.info(f"Dodano wpis do historii analiz dla numeru {phone_number}.")
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except Exception as e:
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db.rollback()
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logging.error(f"Nie uda艂o si臋 zapisa膰 historii analiz dla numeru {phone_number}: {e}")
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finally:
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db.close()
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# Pobranie historii analiz
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def get_history():
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db = SessionLocal()
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try:
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history = db.query(AnalysisHistory).order_by(AnalysisHistory.timestamp.desc()).all()
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logging.info("Historia analiz zosta艂a pobrana pomy艣lnie.")
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return history
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except Exception as e:
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logging.error(f"Nie uda艂o si臋 pobra膰 historii analiz: {e}")
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return []
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finally:
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db.close()
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from sqlalchemy.ext.declarative import declarative_base
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from sqlalchemy.orm import sessionmaker
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# Konfiguracja logowania
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logging.basicConfig(
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filename='app.log',
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total_analyses = Column(Integer, default=0)
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total_frauds_detected = Column(Integer, default=0)
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# Tworzenie tabel w bazie danych (je艣li jeszcze nie istniej膮)
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Base.metadata.create_all(bind=engine)
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# Funkcje pomocnicze
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def add_fake_number(phone_number):
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"""
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Dodaje numer telefonu do bazy danych jako fa艂szywy, je艣li jeszcze go tam nie ma.
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"""
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db = SessionLocal()
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try:
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existing_number = db.query(FakeNumber).filter(FakeNumber.phone_number == phone_number).first()
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finally:
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db.close()
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def is_fake_number(phone_number):
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"""
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Sprawdza, czy dany numer telefonu jest oznaczony jako fa艂szywy w bazie danych.
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"""
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db = SessionLocal()
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try:
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exists = db.query(FakeNumber).filter(FakeNumber.phone_number == phone_number).first() is not None
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finally:
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db.close()
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def add_to_history(message, phone_number, analysis, risk, recommendations):
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"""
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Dodaje wpis do historii analiz.
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"""
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db = SessionLocal()
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try:
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new_entry = AnalysisHistory(
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message=message,
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phone_number=phone_number,
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analysis=analysis,
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risk_assessment=risk,
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recommendations=recommendations
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)
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db.add(new_entry)
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db.commit()
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logging.info(f"Dodano wpis do historii analiz dla numeru {phone_number}.")
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except Exception as e:
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db.rollback()
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logging.error(f"Nie uda艂o si臋 zapisa膰 historii analiz dla numeru {phone_number}: {e}")
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finally:
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db.close()
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def update_stats(fraud_detected=False):
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"""
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Aktualizuje statystyki analiz w bazie danych.
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"""
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db = SessionLocal()
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try:
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stats = db.query(Stats).first()
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if not stats:
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stats = Stats()
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db.add(stats)
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stats.total_analyses += 1
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if fraud_detected:
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stats.total_frauds_detected += 1
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db.commit()
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logging.info(f"Statystyki zosta艂y zaktualizowane: Analiz {stats.total_analyses}, Oszustw {stats.total_frauds_detected}.")
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except Exception as e:
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db.rollback()
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logging.error(f"Nie uda艂o si臋 zaktualizowa膰 statystyk: {e}")
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finally:
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db.close()
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def get_stats():
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"""
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Pobiera statystyki analiz z bazy danych.
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"""
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db = SessionLocal()
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try:
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stats = db.query(Stats).first()
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if stats:
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logging.info("Statystyki zosta艂y pobrane pomy艣lnie.")
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return {"total_analyses": stats.total_analyses, "total_frauds_detected": stats.total_frauds_detected}
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else:
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logging.info("Brak statystyk w bazie danych.")
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return {"total_analyses": 0, "total_frauds_detected": 0}
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except Exception as e:
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logging.error(f"Nie uda艂o si臋 pobra膰 statystyk: {e}")
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return {"total_analyses": 0, "total_frauds_detected": 0}
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finally:
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db.close()
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def get_history():
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"""
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Pobiera histori臋 analiz z bazy danych.
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"""
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db = SessionLocal()
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try:
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history = db.query(AnalysisHistory).order_by(AnalysisHistory.timestamp.desc()).all()
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logging.info("Historia analiz zosta艂a pobrana pomy艣lnie.")
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return history
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except Exception as e:
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logging.error(f"Nie uda艂o si臋 pobra膰 historii analiz: {e}")
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return []
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finally:
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db.close()
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def get_phone_info(phone_number):
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"""
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Weryfikuje numer telefonu i zwraca informacje o kraju i operatorze.
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"""
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try:
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parsed_number = phonenumbers.parse(phone_number, None)
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country = geocoder.description_for_number(parsed_number, 'pl')
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logging.error(f"Nie uda艂o si臋 przetworzy膰 numeru telefonu {phone_number}: {e}")
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return None, None
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def simple_checks(message, language):
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"""
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Przeprowadza proste sprawdzenia heurystyczne wiadomo艣ci SMS.
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"""
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warnings = []
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# Baza s艂贸w kluczowych (polski, niemiecki, angielski)
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scam_keywords = {
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warnings.append("Wiadomo艣膰 zawiera pro艣b臋 o poufne informacje.")
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return warnings
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def analyze_message(message, phone_number, additional_info, api_key, language):
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"""
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Analizuje wiadomo艣膰 SMS za pomoc膮 API SambaNova.
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"""
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if not api_key:
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logging.error("Brak klucza API.")
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return "Brak klucza API.", "Brak klucza API.", "Brak klucza API."
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except Exception as e:
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logging.error(f"API Connection Error: {e}")
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return f"API Connection Error: {e}", "Analysis Error.", "Analysis Error."
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