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2025-11-25 08:42:37 +00:00
commit 39c798b326
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Dockerfile Normal file
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FROM python:3.12-slim
WORKDIR /app
# systémové balíčky jen minimum
RUN apt-get update && apt-get install -y --no-install-recommends \
ca-certificates \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY main.py .
CMD ["python", "main.py"]

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main.py Executable file
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import os
import time
import imaplib
import email
import json
import requests
IMAP_HOST = os.environ.get("IMAP_HOST", "imap.mailu.svc")
IMAP_PORT = int(os.environ.get("IMAP_PORT", "993"))
IMAP_USER = os.environ.get("IMAP_USER")
IMAP_PASS = os.environ.get("IMAP_PASS")
OLLAMA_URL = os.environ.get("OLLAMA_URL", "http://ollama.open-webui.svc:11434")
MODEL_NAME = os.environ.get("MODEL_NAME", "mail-router")
MAX_BODY_CHARS = int(os.environ.get("MAX_BODY_CHARS", "8000"))
CHECK_INTERVAL = int(os.environ.get("CHECK_INTERVAL", "30")) # v sekundách
# povolené složky (bezpečnost proti blbosti modelu)
ALLOWED_FOLDERS = {
"INBOX",
"INBOX.Work",
"INBOX.Family",
"INBOX.Finance",
"INBOX.Notifications",
"INBOX.Newsletters",
"INBOX.Social",
"INBOX.Todo",
"INBOX.TrashCandidates",
}
def connect_imap():
print(f"Connecting to IMAP {IMAP_HOST}:{IMAP_PORT} as {IMAP_USER}")
m = imaplib.IMAP4_SSL(IMAP_HOST, IMAP_PORT)
m.login(IMAP_USER, IMAP_PASS)
return m
def get_unseen_messages(imap_conn):
# vždycky jako zdrojový mailbox zvolíme INBOX
typ, _ = imap_conn.select("INBOX")
if typ != "OK":
print("Cannot select INBOX")
return []
status, data = imap_conn.search(None, 'UNSEEN')
if status != "OK":
print("UNSEEN search failed")
return []
ids = data[0].split()
return ids
def build_prompt_from_email(msg):
headers = []
for h in ["From", "To", "Cc", "Subject", "Date"]:
headers.append(f"{h}: {msg.get(h, '')}")
headers_text = "\n".join(headers)
body_text = ""
if msg.is_multipart():
for part in msg.walk():
if part.get_content_type() == "text/plain":
try:
body_text += part.get_payload(decode=True).decode(
part.get_content_charset() or "utf-8",
errors="ignore",
)
except Exception:
continue
else:
try:
body_text = msg.get_payload(decode=True).decode(
msg.get_content_charset() or "utf-8",
errors="ignore",
)
except Exception:
body_text = ""
body_text = body_text[:MAX_BODY_CHARS]
return f"HEADERS:\n{headers_text}\n\nBODY:\n{body_text}"
def classify_email(prompt):
payload = {
"model": MODEL_NAME,
"stream": False,
"format": "json",
"messages": [
{"role": "user", "content": prompt}
]
}
r = requests.post(f"{OLLAMA_URL}/api/chat", json=payload, timeout=60)
r.raise_for_status()
data = r.json()
content = data["message"]["content"]
# debug
print("Model raw content:", content[:200].replace("\n", " "), "...")
return json.loads(content)
def normalize_folder(result):
folder = result.get("folder", "INBOX")
confidence = float(result.get("confidence", 0.0))
# threshold pod 0.5 necháme v INBOX
if confidence < 0.5:
print(f"Low confidence ({confidence}), forcing INBOX")
return "INBOX"
# pokud model vrátí něco mimo seznam fallback na INBOX
if folder not in ALLOWED_FOLDERS:
print(f"Folder {folder} not in allowed list, forcing INBOX")
return "INBOX"
return folder
def ensure_folder(imap_conn, folder):
"""
Zkontroluje existenci složky pomocí LIST a případně ji vytvoří.
Nemění aktuálně zvolený mailbox (na rozdíl od SELECT/EXAMINE).
"""
# LIST "" "INBOX.Foo"
typ, mailboxes = imap_conn.list('""', f'"{folder}"')
# mailboxes může být None nebo prázdné, pokud složka neexistuje
if typ == "OK" and mailboxes and mailboxes[0] is not None:
# složka existuje
return
print(f"Folder {folder} does not exist, creating...")
typ, data = imap_conn.create(folder)
if typ != "OK":
print(f"WARNING: failed to create folder {folder}: {data}")
def move_message(imap_conn, msg_id, target_folder):
# před přesunem zajistíme, že složka existuje
ensure_folder(imap_conn, target_folder)
# COPY z aktuálního mailboxu (INBOX) do target
typ, data = imap_conn.copy(msg_id, target_folder)
if typ != "OK":
print(f"Failed to copy message {msg_id} to {target_folder}: {data}")
return
# označíme zprávu v INBOX jako smazanou a expunge
imap_conn.store(msg_id, "+FLAGS", "\\Deleted")
imap_conn.expunge()
print(f"Moved message {msg_id.decode()} -> {target_folder}")
def process_once():
imap_conn = connect_imap()
try:
ids = get_unseen_messages(imap_conn)
print(f"Found {len(ids)} unseen messages in INBOX")
for msg_id in ids:
typ, data = imap_conn.fetch(msg_id, "(RFC822)")
if typ != "OK":
print(f"Fetch failed for {msg_id}")
continue
raw_email = data[0][1]
msg = email.message_from_bytes(raw_email)
prompt = build_prompt_from_email(msg)
try:
result = classify_email(prompt)
except Exception as e:
print(f"Error calling model for {msg_id}: {e}")
continue
target_folder = normalize_folder(result)
move_message(imap_conn, msg_id, target_folder)
finally:
imap_conn.logout()
def main():
while True:
try:
process_once()
except Exception as e:
print(f"Error in main loop: {e}")
time.sleep(CHECK_INTERVAL)
if __name__ == "__main__":
main()

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requests==2.32.3