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import os
from imapclient import IMAPClient
from mltext import classifyText, storeText
from mlmodel import trainModel, checkModel
import requests



API_KEY = "GEHEIM"
imap_server = "GEHEIM"
username = "GEHEIM"
password = "GEHEIM"

# Verbindung zum Server herstellen
with IMAPClient(imap_server) as client:
    client.login(username, password)

    # IMAP-Ordner auswählen (z.B. INBOX)
    client.select_folder('INBOX')

    # Die letzten 10 E-Mails suchen
    messages = client.search('ALL')
    latest_messages = messages[-10:]

    # Die neuesten 10 E-Mails abrufen und den Betreff ausgeben
    for msg_id, data in client.fetch(latest_messages, ['ENVELOPE']).items():
        envelope = data[b'ENVELOPE']
        subject = envelope.subject.decode()
        print(subject)
        demo = classifyText(API_KEY, subject)
        label = demo["class_name"]
        confidence = demo["confidence"]
        print("is '%s' with %d%% confidence" % (label, confidence))
        if label.lower() == "spam":
           client.move(msg_id,'+FLAGS','\\Spam')