645 lines
24 KiB
Python
645 lines
24 KiB
Python
"""
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parse_emails_v1.0.py
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Nazev: parse_emails_v1.0.py
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Verze: 1.0
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Datum: 2026-06-01
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Autor: vladimir.buzalka
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Popis:
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Parsuje vsechny .msg soubory z MSGS_DIR a importuje je jako dokumenty
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do MongoDB. Z kazdeho souboru extrahuje VSECHNY dostupne vlastnosti —
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podobne jako EXIF u fotek:
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- predmet, odesilatel, prijemci (To/CC/BCC s typy)
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- cas doruceni a odeslani (UTC)
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- telo plaintext + HTML (max 2 MB)
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- prilohy (metadata: jmeno, velikost, MIME typ, inline flag)
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- internet headers (X-Originating-IP, Received, DKIM, ...)
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- MAPI vlastnosti: dulezitost, citlivost, priznak, konverzacni vlakno,
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kategorie, In-Reply-To, References, ...
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- vsechny raw MAPI properties jako {0xXXXX: value}
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DB: emaily
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Kolekce: vbuzalka@its.jnj.com
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_id: Internet Message-ID (nebo "filename:<stem>" jako fallback)
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Bezpecne prerusit a opakovat:
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- upsert podle _id — duplicity se automaticky prepisi
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- --skip-existing nacte seznam hotovych souboru z MongoDB a
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preskoci je => pokracovani po preruseni bez ztraty prace
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Spousteni:
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python parse_emails_v1.0.py # kompletni import
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python parse_emails_v1.0.py --limit 50 # test na prvnich 50
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python parse_emails_v1.0.py --skip-existing # pokracovani po preruseni
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python parse_emails_v1.0.py --no-indexes # bez vytvoreni indexu na konci
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Vystup na konzoli:
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Kazdy email na jednom radku:
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<poradi>/<celkem> OK/ERR <predmet 60 znaku> <odesilatel>
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Kazych 500 emailu: oddelovac s prubehem, rychlosti a ETA.
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Na konci: souhrn ok/skip/err, celkovy cas, pocet dokumentu v kolekci.
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Zavislosti:
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pymongo, extract-msg, python-dateutil
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Python 3.10+, Windows nebo Linux
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Pristup k \\\\tower\\JNJEMAILS (SMB share)
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MongoDB na 192.168.1.76:27017
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Struktura dokumentu v MongoDB:
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_id Internet Message-ID (nebo filename: fallback)
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filename jmeno .msg souboru (20znakovy hex + .msg)
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subject predmet zpravy
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normalized_subject predmet bez RE:/FW: prefixu
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importance 0=nizka 1=normalni 2=vysoka
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sensitivity 0=normalni 1=osobni 2=soukrome 3=duverne
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flag_status 0=bez priznaku 1=oznaceno 2=dokonceno
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read_receipt_requested bool
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delivery_receipt_requested bool
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has_attachments bool
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attachment_count int
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message_size_bytes velikost .msg souboru na disku
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conversation_topic tema vlakna (PR_CONVERSATION_TOPIC)
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conversation_index base64 PR_CONVERSATION_INDEX
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in_reply_to Message-ID predchozi zpravy
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internet_references [Message-ID] — cela historia vlakna
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categories [str] — MAPI kategorie / stitky
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read_receipt_requested bool
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delivery_receipt_requested bool
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received_at datetime UTC — cas doruceni
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sent_at datetime UTC — cas odeslani
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sender.email emailova adresa odesilatele
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sender.name zobrazovane jmeno odesilatele
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sender.smtp SMTP adresa (pro interni EX adresy)
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to retezec To (tak jak v Outlooku)
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cc retezec CC
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bcc retezec BCC
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display_to PR_DISPLAY_TO (zkraceny seznam)
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display_cc PR_DISPLAY_CC
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recipients [{type, email, name}] — to/cc/bcc s typy
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body_text plain text telo
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body_html HTML telo (max 2 MB, None pokud neni)
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attachments [{filename, size_bytes, mime_type,
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content_id, is_inline}]
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headers dict internet headers (lowercase_s_podtrzitky)
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mapi dict vsech raw MAPI properties {0xXXXX: value}
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parsed_at datetime UTC — cas parsovani
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Indexy (vytvoreny automaticky na konci):
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received_at, sent_at, sender.email, filename (unique),
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conversation_topic, has_attachments, categories, importance,
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flag_status, text_search (subject + body_text + to + cc)
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Chyby:
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Soubory ktere selhaly jsou zalogiovany do parse_emails_errors.log
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v adresari skriptu. Radek: timestamp | open/extract failed | duvod.
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Historie verzi:
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1.0 2026-06-01 Inicialni verze
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"""
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import sys
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import re
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import logging
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import argparse
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import base64
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from pathlib import Path
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from datetime import datetime, timezone
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from typing import Optional
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import extract_msg
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from dateutil import parser as dtparser
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from pymongo import MongoClient, UpdateOne, ASCENDING, TEXT
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if hasattr(sys.stdout, "reconfigure"):
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sys.stdout.reconfigure(encoding="utf-8", errors="replace")
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# ─── KONFIGURACE ──────────────────────────────────────────────────────────────
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MSGS_DIR = Path("/mnt/JNJEMAILS")
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MONGO_URI = "mongodb://192.168.1.76:27017"
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MONGO_DB = "emaily"
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MONGO_COL = "vbuzalka@its.jnj.com"
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BATCH_SIZE = 200
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LOG_FILE = Path(__file__).parent / "parse_emails_errors.log"
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SCRIPT_VERSION = "1.0"
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# ──────────────────────────────────────────────────────────────────────────────
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logging.basicConfig(
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filename=str(LOG_FILE),
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level=logging.ERROR,
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format="%(asctime)s | %(message)s",
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datefmt="%Y-%m-%d %H:%M:%S",
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encoding="utf-8",
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)
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# ─── Pomocné funkce ───────────────────────────────────────────────────────────
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def safe(obj, *attrs, default=None):
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"""Bezpecne cteni atributu — vrati prvni non-None hodnotu."""
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for attr in attrs:
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try:
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val = getattr(obj, attr, None)
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if val is None:
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continue
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if isinstance(val, str) and not val.strip():
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continue
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return val
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except Exception:
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continue
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return default
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def parse_date(raw) -> Optional[datetime]:
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"""Libovolny datum -> UTC datetime bez tzinfo (pro MongoDB)."""
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if raw is None:
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return None
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if isinstance(raw, datetime):
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if raw.tzinfo:
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return raw.astimezone(timezone.utc).replace(tzinfo=None)
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return raw
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try:
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dt = dtparser.parse(str(raw))
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if dt.tzinfo:
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return dt.astimezone(timezone.utc).replace(tzinfo=None)
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return dt
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except Exception:
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return None
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def to_bson(val):
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"""Konvertuje hodnotu na BSON-serializovatelny typ."""
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if isinstance(val, bytes):
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return val.hex() if len(val) <= 128 else f"<bytes:{len(val)}>"
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if isinstance(val, datetime):
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return parse_date(val)
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if isinstance(val, (str, int, float, bool, type(None))):
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return val
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if isinstance(val, list):
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return [to_bson(v) for v in val]
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try:
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return int(val)
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except Exception:
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pass
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return str(val)
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# ─── Extrakce částí zprávy ────────────────────────────────────────────────────
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def extract_headers(msg) -> dict:
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headers = {}
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try:
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hdr = msg.header
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if not hdr:
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return {}
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from email.header import decode_header as _dh
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def _decode(v: str) -> str:
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try:
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parts = _dh(v)
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out = ""
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for part, enc in parts:
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out += part.decode(enc or "utf-8", errors="replace") if isinstance(part, bytes) else part
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return out
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except Exception:
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return v
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for key in set(hdr.keys()):
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k = key.lower().replace("-", "_")
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vals = [_decode(v) for v in hdr.get_all(key, [])]
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headers[k] = vals if len(vals) > 1 else (vals[0] if vals else "")
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except Exception as e:
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logging.error("extract_headers: %s", e)
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return headers
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def extract_recipients(msg) -> list:
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result = []
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type_map = {1: "to", 2: "cc", 3: "bcc"}
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try:
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for r in msg.recipients:
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rtype = getattr(r, "type", 1)
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try:
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rtype = int(rtype)
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except Exception:
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try:
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rtype = int(rtype.value)
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except Exception:
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rtype = 1
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rec = {
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"type": type_map.get(rtype, "to"),
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"email": safe(r, "email", default=""),
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"name": safe(r, "name", default=""),
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}
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result.append(rec)
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except Exception as e:
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logging.error("extract_recipients: %s", e)
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return result
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def extract_attachments(msg) -> list:
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result = []
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try:
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for att in msg.attachments:
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fname = safe(att, "longFilename", "shortFilename", default="")
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if not fname:
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continue
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size = 0
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try:
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d = att.data
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size = len(d) if d else 0
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except Exception:
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pass
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result.append({
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"filename": fname,
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"size_bytes": size,
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"mime_type": safe(att, "mimetype", "mimeType", default="application/octet-stream"),
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"content_id": safe(att, "cid", default=None),
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"is_inline": bool(safe(att, "isInline", default=False)),
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})
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except Exception as e:
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logging.error("extract_attachments: %s", e)
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return result
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def extract_mapi_props(msg) -> dict:
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"""Vsechny raw MAPI properties jako {0xXXXX: value}."""
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result = {}
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try:
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props = msg.props
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if not hasattr(props, "items"):
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return {}
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for key, prop in props.items():
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try:
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val = to_bson(prop.value)
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prop_id = f"0x{key[:4].upper()}" if len(key) >= 4 else f"0x{key.upper()}"
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result[prop_id] = val
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except Exception:
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pass
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except Exception as e:
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logging.error("extract_mapi_props: %s", e)
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return result
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# ─── Hlavní extrakce ─────────────────────────────────────────────────────────
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def extract_message(msg_path: Path) -> Optional[dict]:
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"""Parsuje jeden .msg soubor -> MongoDB dokument."""
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try:
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msg = extract_msg.Message(str(msg_path))
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except Exception as e:
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logging.error("open failed [%s]: %s", msg_path.name, e)
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return None
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try:
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# ── Message-ID ────────────────────────────────────────────────
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mid = None
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for attr in ("messageId", "message_id", "internetMessageId"):
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mid = safe(msg, attr)
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if mid:
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break
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if not mid:
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mid = f"filename:{msg_path.stem}"
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mid = str(mid).strip()
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# ── Předmět ───────────────────────────────────────────────────
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try:
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subject = msg.subject or ""
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except Exception:
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subject = ""
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normalized_subject = safe(msg, "normalizedSubject", "normalized_subject", default="")
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# ── Tělo ──────────────────────────────────────────────────────
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try:
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body_text = msg.body or ""
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except Exception:
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body_text = ""
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body_html = None
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try:
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bh = msg.htmlBody
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if isinstance(bh, bytes):
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bh = bh.decode("utf-8", errors="replace")
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if bh:
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body_html = bh if len(bh) <= 2 * 1024 * 1024 else bh[:2 * 1024 * 1024]
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except Exception:
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pass
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# ── Odesílatel ────────────────────────────────────────────────
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try:
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sender_email = msg.sender or ""
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except Exception:
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sender_email = ""
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sender_name = safe(msg, "senderName", "sender_name", default="")
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sender_smtp = safe(msg, "senderSmtpAddress", "sent_representing_smtp_address", default="")
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# ── Příjemci ──────────────────────────────────────────────────
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recipients = extract_recipients(msg)
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try:
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to_raw = msg.to or ""
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except Exception:
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to_raw = ""
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try:
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cc_raw = msg.cc or ""
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except Exception:
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cc_raw = ""
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try:
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bcc_raw = getattr(msg, "bcc", None) or ""
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except Exception:
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bcc_raw = ""
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display_to = safe(msg, "displayTo", "display_to", default="")
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display_cc = safe(msg, "displayCc", "display_cc", default="")
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# ── Časy ──────────────────────────────────────────────────────
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try:
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received_at = parse_date(msg.date)
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except Exception:
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received_at = None
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sent_at = None
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for attr in ("clientSubmitTime", "client_submit_time", "sentOn"):
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v = safe(msg, attr)
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if v:
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sent_at = parse_date(v)
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break
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# ── MAPI vlastnosti ───────────────────────────────────────────
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importance = 1
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try:
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v = msg.importance
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if v is not None:
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importance = int(v)
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except Exception:
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pass
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sensitivity = 0
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try:
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v = getattr(msg, "sensitivity", None)
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if v is not None:
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sensitivity = int(v)
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except Exception:
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pass
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flag_status = 0
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try:
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v = safe(msg, "flagStatus", "flag_status")
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if v is not None:
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flag_status = int(v)
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except Exception:
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pass
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conversation_topic = safe(msg, "conversationTopic", "conversation_topic", default="")
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conversation_index = ""
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try:
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ci = safe(msg, "conversationIndex", "conversation_index")
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if isinstance(ci, bytes):
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conversation_index = base64.b64encode(ci).decode()
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elif ci:
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conversation_index = str(ci)
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except Exception:
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pass
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in_reply_to = safe(msg, "inReplyTo", "in_reply_to", default="")
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internet_refs = []
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try:
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refs = safe(msg, "internetReferences", "internet_references")
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if isinstance(refs, list):
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internet_refs = refs
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elif isinstance(refs, str) and refs:
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internet_refs = [r.strip() for r in refs.split() if r.strip()]
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except Exception:
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pass
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categories = []
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try:
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cats = safe(msg, "categories")
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if isinstance(cats, list):
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categories = [str(c) for c in cats if c]
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elif isinstance(cats, str) and cats:
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categories = [c.strip() for c in re.split(r"[;,]", cats) if c.strip()]
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except Exception:
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pass
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read_receipt = bool(safe(msg, "readReceiptRequested", "read_receipt_requested", default=False))
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delivery_receipt = bool(safe(msg, "deliveryReceiptRequested", "delivery_receipt_requested", default=False))
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# ── Internet headers ──────────────────────────────────────────
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headers = extract_headers(msg)
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if not in_reply_to:
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in_reply_to = headers.get("in_reply_to", "")
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if not internet_refs:
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refs_str = headers.get("references", "")
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if isinstance(refs_str, str) and refs_str:
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internet_refs = [r.strip() for r in refs_str.split() if r.strip()]
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# ── Přílohy ───────────────────────────────────────────────────
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attachments = extract_attachments(msg)
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# ── Raw MAPI ──────────────────────────────────────────────────
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mapi_raw = extract_mapi_props(msg)
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msg.close()
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# ── Dokument ──────────────────────────────────────────────────
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return {
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"_id": mid,
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"filename": msg_path.name,
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"subject": subject,
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"normalized_subject": normalized_subject,
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"importance": importance,
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"sensitivity": sensitivity,
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"flag_status": flag_status,
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"read_receipt_requested": read_receipt,
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"delivery_receipt_requested": delivery_receipt,
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"has_attachments": len(attachments) > 0,
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"attachment_count": len(attachments),
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"message_size_bytes": msg_path.stat().st_size,
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"conversation_topic": conversation_topic,
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"conversation_index": conversation_index,
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"in_reply_to": in_reply_to,
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"internet_references": internet_refs,
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"categories": categories,
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"received_at": received_at,
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"sent_at": sent_at,
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"sender": {
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"email": sender_email,
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"name": sender_name,
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"smtp": sender_smtp,
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},
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"to": to_raw,
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"cc": cc_raw,
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"bcc": bcc_raw,
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"display_to": display_to,
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"display_cc": display_cc,
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"recipients": recipients,
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"body_text": body_text,
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"body_html": body_html,
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"attachments": attachments,
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"headers": headers,
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"mapi": mapi_raw,
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"parsed_at": datetime.now(timezone.utc).replace(tzinfo=None),
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}
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except Exception as e:
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logging.error("extract_message failed [%s]: %s", msg_path.name, e)
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return None
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# ─── MongoDB indexy ───────────────────────────────────────────────────────────
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def create_indexes(col):
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print(" Vytvarim indexy...")
|
|
col.create_index([("received_at", ASCENDING)])
|
|
col.create_index([("sent_at", ASCENDING)])
|
|
col.create_index([("sender.email", ASCENDING)])
|
|
col.create_index([("filename", ASCENDING)], unique=True, sparse=True)
|
|
col.create_index([("conversation_topic", ASCENDING)])
|
|
col.create_index([("has_attachments", ASCENDING)])
|
|
col.create_index([("categories", ASCENDING)])
|
|
col.create_index([("importance", ASCENDING)])
|
|
col.create_index([("flag_status", ASCENDING)])
|
|
col.create_index([
|
|
("subject", TEXT),
|
|
("body_text", TEXT),
|
|
("to", TEXT),
|
|
("cc", TEXT),
|
|
], name="text_search", default_language="none")
|
|
print(" Indexy hotovy.")
|
|
|
|
|
|
# ─── MAIN ─────────────────────────────────────────────────────────────────────
|
|
|
|
def main():
|
|
ap = argparse.ArgumentParser(description=f"parse_emails v{SCRIPT_VERSION}")
|
|
ap.add_argument("--msgs-dir", default=str(MSGS_DIR),
|
|
help="Cesta k .msg souborum")
|
|
ap.add_argument("--limit", type=int, default=0,
|
|
help="Zpracovat max N souboru (0 = vse)")
|
|
ap.add_argument("--skip-existing", action="store_true",
|
|
help="Preskocit soubory ktere jiz jsou v MongoDB (pokracovani)")
|
|
ap.add_argument("--no-indexes", action="store_true",
|
|
help="Nevytvorit indexy na konci")
|
|
args = ap.parse_args()
|
|
|
|
msgs_dir = Path(args.msgs_dir)
|
|
start = datetime.now()
|
|
|
|
print(f"=== parse_emails v{SCRIPT_VERSION} ===")
|
|
print(f"Start: {start.strftime('%Y-%m-%d %H:%M:%S')}")
|
|
print(f"Zdroj: {msgs_dir}")
|
|
print(f"MongoDB: {MONGO_URI} -> {MONGO_DB}.{MONGO_COL}")
|
|
|
|
# MongoDB
|
|
client = MongoClient(MONGO_URI, serverSelectionTimeoutMS=5000)
|
|
try:
|
|
client.admin.command("ping")
|
|
print(" MongoDB OK")
|
|
except Exception as e:
|
|
print(f" CHYBA: MongoDB neni dostupna -- {e}")
|
|
sys.exit(1)
|
|
|
|
col = client[MONGO_DB][MONGO_COL]
|
|
|
|
# Skip existing — nacti seznam uz importovanych souboru
|
|
existing: set = set()
|
|
if args.skip_existing:
|
|
print(" Nacitam existujici zaznamy z MongoDB...")
|
|
existing = set(col.distinct("filename"))
|
|
print(f" {len(existing)} jiz importovano")
|
|
|
|
# Scan
|
|
print(f"\nSkenuji {msgs_dir} ...")
|
|
all_files = sorted(msgs_dir.glob("*.msg"))
|
|
if args.limit:
|
|
all_files = all_files[:args.limit]
|
|
|
|
to_process = [f for f in all_files if f.name not in existing]
|
|
skipped = len(all_files) - len(to_process)
|
|
total = len(to_process)
|
|
|
|
print(f" Celkem .msg: {len(all_files)}")
|
|
print(f" Preskoceno: {skipped}")
|
|
print(f" Ke zpracovani: {total}\n")
|
|
|
|
if total == 0:
|
|
print("Neni co importovat.")
|
|
client.close()
|
|
return
|
|
|
|
batch = []
|
|
ok_count = 0
|
|
err_count = 0
|
|
|
|
def flush():
|
|
if not batch:
|
|
return
|
|
try:
|
|
col.bulk_write(batch, ordered=False)
|
|
except Exception as e:
|
|
logging.error("bulk_write: %s", e)
|
|
print(f" CHYBA bulk_write: {e}")
|
|
batch.clear()
|
|
|
|
for i, msg_path in enumerate(to_process, 1):
|
|
doc = extract_message(msg_path)
|
|
|
|
if doc is None:
|
|
err_count += 1
|
|
else:
|
|
batch.append(UpdateOne({"_id": doc["_id"]}, {"$set": doc}, upsert=True))
|
|
ok_count += 1
|
|
|
|
if len(batch) >= BATCH_SIZE:
|
|
flush()
|
|
|
|
# Výpis každého emailu
|
|
status = "ERR " if doc is None else "OK "
|
|
subject_str = (doc.get("subject") or "")[:60] if doc else "?"
|
|
sender_str = (doc.get("sender", {}).get("email") or "")[:40] if doc else "?"
|
|
print(f" {i:>6}/{total} {status} {subject_str:<60} {sender_str}")
|
|
|
|
if i % 500 == 0:
|
|
elapsed = (datetime.now() - start).total_seconds()
|
|
rate = i / elapsed if elapsed > 0 else 0
|
|
eta_s = int((total - i) / rate) if rate > 0 else 0
|
|
print(f" {'─'*80}")
|
|
print(f" Průběh: ok={ok_count} err={err_count} "
|
|
f"{rate:.1f} msg/s ETA {eta_s//3600}h{(eta_s%3600)//60}m")
|
|
print(f" {'─'*80}")
|
|
|
|
flush()
|
|
|
|
elapsed_total = (datetime.now() - start).total_seconds()
|
|
print(f"\n{'='*52}")
|
|
print(f"Vysledek: ok={ok_count} | skip={skipped} | err={err_count}")
|
|
print(f"Celkovy cas: {int(elapsed_total//3600)}h {int((elapsed_total%3600)//60)}m {int(elapsed_total%60)}s")
|
|
print(f"Dokumentu v kolekci: {col.count_documents({})}")
|
|
|
|
if not args.no_indexes:
|
|
print()
|
|
create_indexes(col)
|
|
|
|
print(f"\nKonec: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")
|
|
if err_count:
|
|
print(f"Chyby logovany do: {LOG_FILE}")
|
|
|
|
client.close()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|