1109 lines
44 KiB
Python
1109 lines
44 KiB
Python
"""
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jnj_tower_ingest v1.1
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Nazev: jnj_tower_ingest_v1.1.py
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Verze: 1.1.0
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Datum: 2026-06-10
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Autor: vladimir.buzalka
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Popis:
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Sjednoceny Tower-side ingest JNJ e-mailu. Spojuje tri drive oddelene
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casti do jednoho behu (vse bezi v kontejneru python-runner u Monga):
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FAZE 1 — PARSE (drive parse_emails_tower_v1.3.py):
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.msg soubory z /mnt/JNJEMAILS -> dokument v Mongo
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emaily."vbuzalka@its.jnj.com" (bohata extrakce: telo, prilohy,
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hlavicky, MAPI props, ...). _id = Internet Message-ID.
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INKREMENTALNE: parsuje jen soubory novejsi nez mtime watermark
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(jnj_sync_state/_id="parse_state"). Prvni beh = seed dle filename
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v Mongu. --full reparsuje vse.
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FAZE 2 — SYNC (drive sync_jnj_state_v1.0.py):
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nejnovejsi /mnt/JNJEMAILS/db/jnjemails_*.db (SQLite, JEN CTENI ro)
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-> zrcadlo do Mongo kolekce 'jnj_messages' (upsert)
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-> doplneni cesty/stavu do emaily."vbuzalka@its.jnj.com":
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jnj_folder = COALESCE(jnj_folder, folder)
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jnj_is_read, jnj_not_in_mailbox, jnj_left_mailbox_at,
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jnj_folder_synced_at (match _id==message_id, fallback
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filename; BEZ upsertu — nezakladame stuby).
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Inkrementalne pres watermark updated_at (jnj_sync_state/_id=
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"watermark") + zkratka last_db (stejna DB -> hned no-op).
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FAZE 3 — ENRICH (drive jnj_emails_to_fulltext_v1.0.py):
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doindexuje JNJ schranku do PG fulltextu zavolanim SDILENEHO
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skriptu 5_enrich_fulltext_emails_vX.Y.py --mailbox
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"vbuzalka@its.jnj.com" (stejny extractor jako Graph pipeline ->
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konzistentni schema). Verze enrich se auto-detekuje (nejnovejsi
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/scripts/5_enrich_fulltext_emails_v*.py). Spousti se JEN kdyz
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parse pridal nove dokumenty (jinak preskok — JNJ stejne enrichuje
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pipeline v 6:00/18:00). --no-enrich vypne, --enrich-always vynuti.
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PORADI: parse -> sync -> enrich. Cerstve naparsovane maily dostanou cestu
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(sync) i fulltext (enrich) hned ve stejnem behu (drive: pokud sync/enrich
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predbehl parse, novy mail nemel co zpracovat). Tri nezavisle udalosti
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(nova .msg / nova .db / nove doc pro PG) -> skript udela jen to, co ma
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praci; jinak levny no-op (vhodne pro cron kazdych 5 minut).
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Spojovaci klic vsude = Internet Message-ID = Mongo _id.
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Prostredi:
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Docker container "python-runner" na Unraid Tower.
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/mnt/user/JNJEMAILS -> /mnt/JNJEMAILS (.msg v rootu, .db v db/)
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MongoDB 192.168.1.76:27017 (externi).
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Argumenty:
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--dry-run nic nezapise, jen spocita a vypise plan vsech fazi
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--full parse: reparsuj vse; sync: ignoruj watermark
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--limit N max N souboru (parse) / radku (sync) — test
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--reindex vynut vytvoreni indexu na konci parse faze
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--force sync: ignoruj zkratku last_db (zpracuj i hotovou DB)
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--parse-only spust jen fazi PARSE
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--sync-only spust jen fazi SYNC
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--enrich-only spust jen fazi ENRICH (vynuti enrich i bez novych dat)
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--no-enrich preskoc fazi ENRICH
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--enrich-always spust enrich i kdyz parse nepridal nove dokumenty
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Spousteni (v kontejneru python-runner):
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# Test:
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docker exec -it python-runner python3 /scripts/jnj_tower_ingest_v1.1.py --dry-run
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# Ostry inkrementalni beh (cron):
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docker exec python-runner python3 /scripts/jnj_tower_ingest_v1.1.py
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# Plny reparse + reindex:
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docker exec -it python-runner python3 /scripts/jnj_tower_ingest_v1.1.py --full --reindex
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Zavislosti (v image python-runner):
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extract-msg==0.55.0, olefile, pymongo, python-dateutil, sqlite3 (stdlib).
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Enrich faze deleguje na 5_enrich_fulltext_emails (psycopg, bs4 v image).
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Python 3.10+.
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Historie verzi:
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1.0.0 2026-06-10 Sjednoceni parse_emails_tower_v1.3 + sync_jnj_state_v1.0
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do jedineho skriptu. Parse zinkrementalnen pres mtime
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watermark (drive scan celeho adresare kazdy beh).
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Indexy jen pri full/seed/--reindex. Poradi parse->sync.
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1.1.0 2026-06-10 + FAZE 3 ENRICH: deleguje na sdileny
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5_enrich_fulltext_emails --mailbox (auto-detekce verze),
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jen kdyz parse pridal nove dokumenty. Nahrazuje
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jnj_emails_to_fulltext_v1.0.py (ten -> Trash).
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Flagy --enrich-only/--no-enrich/--enrich-always.
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"""
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import sys
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import os
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import re
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import glob
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import logging
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import argparse
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import base64
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import struct
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import sqlite3
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import subprocess
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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 extract_msg.enums import ErrorBehavior
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import olefile
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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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DB_DIR = "/mnt/JNJEMAILS/db"
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MONGO_URI = "mongodb://192.168.1.76:27017"
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MONGO_DB = "emaily"
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EMAILS_COL = "vbuzalka@its.jnj.com"
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MIRROR_COL = "jnj_messages"
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STATE_COL = "jnj_sync_state"
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BATCH_SIZE = 200
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LOG_FILE = Path(__file__).parent / "jnj_tower_ingest_errors.log"
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ENRICH_GLOB = "/scripts/5_enrich_fulltext_emails_v*.py" # sdileny PG enrich
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SCRIPT_VERSION = "1.1.0"
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# Sloupce zrcadlene ze SQLite messages -> jnj_messages
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ROW_COLS = ["message_id", "subject", "sender", "received_at", "folder",
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"jnj_folder", "is_read", "not_in_mailbox_anymore", "left_mailbox_at",
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"entry_id", "graph_id", "updated_at", "source"]
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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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# ══════════════════════════════════════════════════════════════════════════════
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# FAZE 1 — PARSE (.msg -> Mongo emaily) [drive parse_emails_tower_v1.3.py]
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# ══════════════════════════════════════════════════════════════════════════════
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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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_INT64_MIN, _INT64_MAX = -(2 ** 63), 2 ** 63 - 1
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def to_bson(val):
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"""Konvertuje hodnotu na BSON-serializovatelny typ.
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Pozor: BSON umi jen signed int64. Python ma neomezene integery, takze
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velke MAPI hodnoty (PR_CHANGE_KEY, FILETIME, 64-bit handle) mimo rozsah
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int64 prevadime na string — jinak cely bulk_write spadne na
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'MongoDB can only handle up to 8-byte ints'.
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"""
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# bool musi byt PRED int (isinstance(True, int) == True)
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if isinstance(val, bool):
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return val
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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, int):
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return val if _INT64_MIN <= val <= _INT64_MAX else str(val)
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if isinstance(val, (str, float, 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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iv = int(val)
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return iv if _INT64_MIN <= iv <= _INT64_MAX else str(iv)
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except Exception:
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pass
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return str(val)
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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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|
|
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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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|
|
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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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|
|
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# ─── Tolerantni otevirani a raw-OLE fallback ─────────────────────────────────
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_CPID_TO_CODEC = {
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1250: "cp1250", 1251: "cp1251", 1252: "cp1252", 1253: "cp1253",
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1254: "cp1254", 1255: "cp1255", 1256: "cp1256", 1257: "cp1257",
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1258: "cp1258", 874: "cp874", 932: "shift_jis", 936: "gb2312",
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949: "euc_kr", 950: "big5", 65001: "utf-8", 28591: "iso-8859-1",
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28592: "iso-8859-2", 20127: "ascii",
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}
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|
|
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def _read_u32_prop(ole, propid):
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"""Precte 32-bit hodnotu MAPI property z top-level __properties_version1.0."""
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try:
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data = ole.openstream("__properties_version1.0").read()
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except Exception:
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return None
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body = data[32:] # 32-bajtova hlavicka top-level property streamu
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for i in range(0, len(body) - 16 + 1, 16):
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rec = body[i:i + 16]
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tag = struct.unpack("<I", rec[0:4])[0]
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if ((tag >> 16) & 0xFFFF) == propid:
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return struct.unpack("<I", rec[8:12])[0]
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return None
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|
|
|
|
|
def _detect_cpid(ole) -> Optional[str]:
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"""Codec dle PR_INTERNET_CPID / PR_MESSAGE_CODEPAGE (jako napoveda, ne dogma)."""
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for pid in (0x3FDE, 0x3FFD): # INTERNET_CPID, MESSAGE_CODEPAGE
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codec = _CPID_TO_CODEC.get(_read_u32_prop(ole, pid))
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# utf-8/ascii nejsou dobry hint pro 8-bit stream (casto lzou)
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if codec and codec not in ("utf-8", "ascii"):
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return codec
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return None
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|
|
|
|
|
def _cascade_decode(raw: bytes, is_unicode: bool, cpid_codec: Optional[str]) -> str:
|
|
"""Dekoduje bajty MAPI stringu. Hlavickam se neveri — zkousime striktne
|
|
v poradi priorit a vezmeme prvni, co projde bez chyby."""
|
|
if not raw:
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|
return ""
|
|
if is_unicode: # PT_UNICODE = utf-16-le
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|
try:
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return raw.decode("utf-16-le")
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|
except Exception:
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|
return raw.decode("utf-16-le", errors="replace")
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|
order = ["utf-8"] # utf-8 strict = silny rozlisovac
|
|
if cpid_codec:
|
|
order.append(cpid_codec)
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|
order += ["cp1250", "cp1252", "gb2312", "big5"]
|
|
for enc in order:
|
|
try:
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|
return raw.decode(enc, errors="strict")
|
|
except Exception:
|
|
continue
|
|
return raw.decode("latin-1", errors="replace") # nikdy nespadne
|
|
|
|
|
|
def _raw_mapi_strings(msg_path: Path) -> dict:
|
|
"""Cte klicova textova MAPI pole PRIMO z OLE (mimo extract_msg).
|
|
Pouzije se jen kdyz extract_msg vrati degradovane pole."""
|
|
out = {"subject": "", "normalized_subject": "", "sender_name": "",
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"sender_email": "", "sender_smtp": "", "body_text": "", "body_html": ""}
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|
try:
|
|
ole = olefile.OleFileIO(str(msg_path))
|
|
except Exception:
|
|
return out
|
|
try:
|
|
cpid = _detect_cpid(ole)
|
|
wanted = { # MAPI tag -> klic v out
|
|
"0037": "subject", "0E1D": "normalized_subject",
|
|
"0C1A": "sender_name", "5D01": "sender_smtp",
|
|
"0C1F": "sender_email", "1000": "body_text", "1013": "body_html",
|
|
}
|
|
prefix = "__substg1.0_"
|
|
found = {} # key -> (priorita_typu, hodnota)
|
|
for entry in ole.listdir():
|
|
if len(entry) != 1: # jen top-level (ne vnorene zpravy)
|
|
continue
|
|
name = entry[0]
|
|
if not name.startswith(prefix):
|
|
continue
|
|
tag = name[len(prefix):len(prefix) + 4].upper()
|
|
key = wanted.get(tag)
|
|
if not key:
|
|
continue
|
|
typ = name[-4:].upper()
|
|
prio = {"001F": 3, "001E": 2, "0102": 1}.get(typ, 0)
|
|
if prio == 0:
|
|
continue
|
|
prev = found.get(key)
|
|
if prev and prev[0] >= prio: # preferuj unicode > ansi > binarni
|
|
continue
|
|
try:
|
|
raw = ole.openstream(entry).read()
|
|
val = _cascade_decode(raw, typ == "001F", cpid)
|
|
except Exception:
|
|
continue
|
|
found[key] = (prio, val)
|
|
for key, (_, val) in found.items():
|
|
out[key] = val
|
|
finally:
|
|
ole.close()
|
|
return out
|
|
|
|
|
|
def _degraded(s) -> bool:
|
|
"""Pole je degradovane: prazdne nebo obsahuje U+FFFD (nahradni znak)."""
|
|
return (not s) or ("�" in s)
|
|
|
|
|
|
def open_message(msg_path: Path):
|
|
"""Kaskadove otevreni .msg -> (msg, mode) nebo (None, None)."""
|
|
try:
|
|
return extract_msg.Message(str(msg_path)), "normal"
|
|
except Exception:
|
|
pass
|
|
try:
|
|
return extract_msg.Message(
|
|
str(msg_path), errorBehavior=ErrorBehavior.SUPPRESS_ALL), "suppress_all"
|
|
except Exception:
|
|
pass
|
|
encs = []
|
|
try:
|
|
ole = olefile.OleFileIO(str(msg_path))
|
|
c = _detect_cpid(ole)
|
|
ole.close()
|
|
if c:
|
|
encs.append(c)
|
|
except Exception:
|
|
pass
|
|
for e in encs + ["cp1250", "cp1252"]:
|
|
try:
|
|
return extract_msg.Message(
|
|
str(msg_path), errorBehavior=ErrorBehavior.SUPPRESS_ALL,
|
|
overrideEncoding=e), f"override:{e}"
|
|
except Exception:
|
|
continue
|
|
return None, None
|
|
|
|
|
|
def extract_message(msg_path: Path) -> Optional[dict]:
|
|
"""Parsuje jeden .msg soubor -> MongoDB dokument."""
|
|
msg, parse_mode = open_message(msg_path)
|
|
if msg is None:
|
|
logging.error("open failed [%s]: vsechny pokusy o otevreni selhaly", msg_path.name)
|
|
return None
|
|
|
|
try:
|
|
# ── Message-ID ────────────────────────────────────────────────
|
|
mid = None
|
|
for attr in ("messageId", "message_id", "internetMessageId"):
|
|
mid = safe(msg, attr)
|
|
if mid:
|
|
break
|
|
if not mid:
|
|
mid = f"filename:{msg_path.stem}"
|
|
mid = str(mid).strip()
|
|
|
|
# ── Predmet ───────────────────────────────────────────────────
|
|
try:
|
|
subject = msg.subject or ""
|
|
except Exception:
|
|
subject = ""
|
|
|
|
normalized_subject = safe(msg, "normalizedSubject", "normalized_subject", default="")
|
|
|
|
# ── Telo ──────────────────────────────────────────────────────
|
|
try:
|
|
body_text = msg.body or ""
|
|
except Exception:
|
|
body_text = ""
|
|
|
|
body_html = None
|
|
try:
|
|
bh = msg.htmlBody
|
|
if isinstance(bh, bytes):
|
|
bh = bh.decode("utf-8", errors="replace")
|
|
if bh:
|
|
body_html = bh if len(bh) <= 2 * 1024 * 1024 else bh[:2 * 1024 * 1024]
|
|
except Exception:
|
|
pass
|
|
|
|
# ── Odesilatel ────────────────────────────────────────────────
|
|
try:
|
|
sender_email = msg.sender or ""
|
|
except Exception:
|
|
sender_email = ""
|
|
|
|
sender_name = safe(msg, "senderName", "sender_name", default="")
|
|
sender_smtp = safe(msg, "senderSmtpAddress", "sent_representing_smtp_address", default="")
|
|
|
|
# ── Prijemci ──────────────────────────────────────────────────
|
|
recipients = extract_recipients(msg)
|
|
|
|
try:
|
|
to_raw = msg.to or ""
|
|
except Exception:
|
|
to_raw = ""
|
|
try:
|
|
cc_raw = msg.cc or ""
|
|
except Exception:
|
|
cc_raw = ""
|
|
try:
|
|
bcc_raw = getattr(msg, "bcc", None) or ""
|
|
except Exception:
|
|
bcc_raw = ""
|
|
|
|
display_to = safe(msg, "displayTo", "display_to", default="")
|
|
display_cc = safe(msg, "displayCc", "display_cc", default="")
|
|
|
|
# ── Casy ──────────────────────────────────────────────────────
|
|
try:
|
|
received_at = parse_date(msg.date)
|
|
except Exception:
|
|
received_at = None
|
|
|
|
sent_at = None
|
|
for attr in ("clientSubmitTime", "client_submit_time", "sentOn"):
|
|
v = safe(msg, attr)
|
|
if v:
|
|
sent_at = parse_date(v)
|
|
break
|
|
|
|
# ── MAPI vlastnosti ───────────────────────────────────────────
|
|
importance = 1
|
|
try:
|
|
v = msg.importance
|
|
if v is not None:
|
|
importance = int(v)
|
|
except Exception:
|
|
pass
|
|
|
|
sensitivity = 0
|
|
try:
|
|
v = getattr(msg, "sensitivity", None)
|
|
if v is not None:
|
|
sensitivity = int(v)
|
|
except Exception:
|
|
pass
|
|
|
|
flag_status = 0
|
|
try:
|
|
v = safe(msg, "flagStatus", "flag_status")
|
|
if v is not None:
|
|
flag_status = int(v)
|
|
except Exception:
|
|
pass
|
|
|
|
conversation_topic = safe(msg, "conversationTopic", "conversation_topic", default="")
|
|
|
|
conversation_index = ""
|
|
try:
|
|
ci = safe(msg, "conversationIndex", "conversation_index")
|
|
if isinstance(ci, bytes):
|
|
conversation_index = base64.b64encode(ci).decode()
|
|
elif ci:
|
|
conversation_index = str(ci)
|
|
except Exception:
|
|
pass
|
|
|
|
in_reply_to = safe(msg, "inReplyTo", "in_reply_to", default="")
|
|
|
|
internet_refs = []
|
|
try:
|
|
refs = safe(msg, "internetReferences", "internet_references")
|
|
if isinstance(refs, list):
|
|
internet_refs = refs
|
|
elif isinstance(refs, str) and refs:
|
|
internet_refs = [r.strip() for r in refs.split() if r.strip()]
|
|
except Exception:
|
|
pass
|
|
|
|
categories = []
|
|
try:
|
|
cats = safe(msg, "categories")
|
|
if isinstance(cats, list):
|
|
categories = [str(c) for c in cats if c]
|
|
elif isinstance(cats, str) and cats:
|
|
categories = [c.strip() for c in re.split(r"[;,]", cats) if c.strip()]
|
|
except Exception:
|
|
pass
|
|
|
|
read_receipt = bool(safe(msg, "readReceiptRequested", "read_receipt_requested", default=False))
|
|
delivery_receipt = bool(safe(msg, "deliveryReceiptRequested", "delivery_receipt_requested", default=False))
|
|
|
|
# ── Internet headers ──────────────────────────────────────────
|
|
headers = extract_headers(msg)
|
|
|
|
if not in_reply_to:
|
|
in_reply_to = headers.get("in_reply_to", "")
|
|
if not internet_refs:
|
|
refs_str = headers.get("references", "")
|
|
if isinstance(refs_str, str) and refs_str:
|
|
internet_refs = [r.strip() for r in refs_str.split() if r.strip()]
|
|
|
|
# ── Prilohy ───────────────────────────────────────────────────
|
|
attachments = extract_attachments(msg)
|
|
|
|
# ── Raw MAPI ──────────────────────────────────────────────────
|
|
mapi_raw = extract_mapi_props(msg)
|
|
|
|
msg.close()
|
|
|
|
# ── Raw-OLE fallback pro degradovana textova pole ─────────────
|
|
parse_degraded = parse_mode != "normal"
|
|
forced = parse_mode != "normal"
|
|
if (forced or _degraded(subject) or _degraded(body_text)
|
|
or _degraded(sender_email) or (body_html and "�" in body_html)):
|
|
raw = _raw_mapi_strings(msg_path)
|
|
if raw["subject"] and (forced or _degraded(subject)):
|
|
subject = raw["subject"]
|
|
if raw["normalized_subject"] and (forced or _degraded(normalized_subject)):
|
|
normalized_subject = raw["normalized_subject"]
|
|
if raw["body_text"] and (forced or _degraded(body_text)):
|
|
body_text = raw["body_text"]
|
|
if raw["body_html"] and (forced or not body_html or "�" in body_html):
|
|
bh = raw["body_html"]
|
|
body_html = bh if len(bh) <= 2 * 1024 * 1024 else bh[:2 * 1024 * 1024]
|
|
if (raw["sender_smtp"] or raw["sender_email"]) and (forced or _degraded(sender_email)):
|
|
sender_email = raw["sender_smtp"] or raw["sender_email"]
|
|
if raw["sender_name"] and (forced or _degraded(sender_name)):
|
|
sender_name = raw["sender_name"]
|
|
if raw["sender_smtp"] and not sender_smtp:
|
|
sender_smtp = raw["sender_smtp"]
|
|
|
|
# ── Dokument ──────────────────────────────────────────────────
|
|
return {
|
|
"_id": mid,
|
|
"filename": msg_path.name,
|
|
|
|
"subject": subject,
|
|
"normalized_subject": normalized_subject,
|
|
"importance": importance,
|
|
"sensitivity": sensitivity,
|
|
"flag_status": flag_status,
|
|
"read_receipt_requested": read_receipt,
|
|
"delivery_receipt_requested": delivery_receipt,
|
|
"has_attachments": len(attachments) > 0,
|
|
"attachment_count": len(attachments),
|
|
"message_size_bytes": msg_path.stat().st_size,
|
|
|
|
"conversation_topic": conversation_topic,
|
|
"conversation_index": conversation_index,
|
|
"in_reply_to": in_reply_to,
|
|
"internet_references": internet_refs,
|
|
"categories": categories,
|
|
|
|
"received_at": received_at,
|
|
"sent_at": sent_at,
|
|
|
|
"sender": {
|
|
"email": sender_email,
|
|
"name": sender_name,
|
|
"smtp": sender_smtp,
|
|
},
|
|
"to": to_raw,
|
|
"cc": cc_raw,
|
|
"bcc": bcc_raw,
|
|
"display_to": display_to,
|
|
"display_cc": display_cc,
|
|
"recipients": recipients,
|
|
|
|
"body_text": body_text,
|
|
"body_html": body_html,
|
|
|
|
"attachments": attachments,
|
|
"headers": headers,
|
|
"mapi": mapi_raw,
|
|
|
|
"parse_mode": parse_mode,
|
|
"parse_degraded": parse_degraded,
|
|
|
|
"parsed_at": datetime.now(timezone.utc).replace(tzinfo=None),
|
|
}
|
|
|
|
except Exception as e:
|
|
logging.error("extract_message failed [%s]: %s", msg_path.name, e)
|
|
return None
|
|
|
|
|
|
def create_indexes(col):
|
|
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.")
|
|
|
|
|
|
def run_parse(col, state_col, args, now) -> dict:
|
|
"""FAZE 1: inkrementalni parse .msg -> emaily. Vraci statistiku."""
|
|
stats = {"mode": None, "total_files": 0, "candidates": 0, "ok": 0, "err": 0}
|
|
print("\n=== FAZE 1: PARSE (.msg -> emaily) ===")
|
|
|
|
all_files = sorted(MSGS_DIR.glob("*.msg"))
|
|
stats["total_files"] = len(all_files)
|
|
if not all_files:
|
|
print(" Zadne .msg ve zdroji -> preskakuji.")
|
|
return stats
|
|
max_mtime = max(f.stat().st_mtime for f in all_files)
|
|
|
|
ps = state_col.find_one({"_id": "parse_state"}) or {}
|
|
last_mtime = ps.get("last_parse_mtime")
|
|
|
|
if args.full:
|
|
candidates = all_files
|
|
mode = "full"
|
|
elif last_mtime is None:
|
|
print(" Prvni beh (zadny mtime watermark) -> seed dle filename v Mongu...")
|
|
existing = set(col.distinct("filename"))
|
|
candidates = [f for f in all_files if f.name not in existing]
|
|
mode = "seed"
|
|
print(f" V Mongu jiz {len(existing)} filename; nove k naparsovani: {len(candidates)}")
|
|
else:
|
|
candidates = [f for f in all_files if f.stat().st_mtime > last_mtime]
|
|
mode = "incremental"
|
|
if args.limit:
|
|
candidates = candidates[:args.limit]
|
|
|
|
stats["mode"] = mode
|
|
stats["candidates"] = len(candidates)
|
|
wm_str = datetime.fromtimestamp(last_mtime).strftime("%Y-%m-%d %H:%M:%S") if last_mtime else "(zadny)"
|
|
print(f" Rezim: {mode} | .msg celkem {len(all_files)} | watermark {wm_str} | ke zpracovani {len(candidates)}")
|
|
|
|
if not candidates:
|
|
print(" Nic noveho k parsovani.")
|
|
# I tak posun watermark na nejnovejsi soubor (krome --full a dry-run)
|
|
if not args.dry_run and mode != "full":
|
|
state_col.update_one({"_id": "parse_state"},
|
|
{"$set": {"last_parse_mtime": max_mtime, "last_parse_at": now}}, upsert=True)
|
|
return stats
|
|
|
|
if args.dry_run:
|
|
print(f" DRY-RUN: naparsoval bych {len(candidates)} souboru (Mongo se nemeni). Ukazka:")
|
|
for f in candidates[:10]:
|
|
mt = datetime.fromtimestamp(f.stat().st_mtime).strftime("%Y-%m-%d %H:%M:%S")
|
|
print(f" + {f.name} (mtime {mt})")
|
|
if len(candidates) > 10:
|
|
print(f" ... a dalsich {len(candidates) - 10}")
|
|
return stats
|
|
|
|
batch = []
|
|
verbose = len(candidates) <= 30
|
|
|
|
def flush():
|
|
if not batch:
|
|
return
|
|
try:
|
|
col.bulk_write(batch, ordered=False)
|
|
except Exception as e:
|
|
logging.error("bulk_write spadl (%s) -- prepinam na per-dokument", e)
|
|
print(f" CHYBA bulk_write: {e} -- zkousim per-dokument")
|
|
for op in batch:
|
|
try:
|
|
col.bulk_write([op], ordered=False)
|
|
except Exception as e2:
|
|
try:
|
|
bad_id = getattr(op, "_filter", {}).get("_id", "?")
|
|
except Exception:
|
|
bad_id = "?"
|
|
logging.error("per-dokument selhal [_id=%s]: %s", bad_id, e2)
|
|
print(f" ZAHOZEN _id={bad_id}: {e2}")
|
|
stats["ok"] -= 1
|
|
stats["err"] += 1
|
|
batch.clear()
|
|
|
|
for i, msg_path in enumerate(candidates, 1):
|
|
doc = extract_message(msg_path)
|
|
if doc is None:
|
|
stats["err"] += 1
|
|
else:
|
|
batch.append(UpdateOne({"_id": doc["_id"]}, {"$set": doc}, upsert=True))
|
|
stats["ok"] += 1
|
|
if len(batch) >= BATCH_SIZE:
|
|
flush()
|
|
if verbose:
|
|
status = "ERR " if doc is None else "OK "
|
|
subj = (doc.get("subject") or "")[:60] if doc else "?"
|
|
print(f" {i:>5}/{len(candidates)} {status} {subj}")
|
|
elif i % 500 == 0:
|
|
print(f" prubeh {i}/{len(candidates)} ok={stats['ok']} err={stats['err']}")
|
|
flush()
|
|
|
|
# Indexy jen pri full/seed/--reindex (v inkrementalnim behu uz existuji)
|
|
if mode in ("full", "seed") or args.reindex:
|
|
create_indexes(col)
|
|
|
|
# Posun watermark na nejnovejsi soubor
|
|
state_col.update_one({"_id": "parse_state"},
|
|
{"$set": {"last_parse_mtime": max_mtime, "last_parse_at": now,
|
|
"last_parsed_count": stats["ok"], "last_parse_mode": mode}},
|
|
upsert=True)
|
|
print(f" PARSE hotovo: ok={stats['ok']} err={stats['err']} "
|
|
f"watermark={datetime.fromtimestamp(max_mtime):%Y-%m-%d %H:%M:%S}")
|
|
return stats
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
# FAZE 2 — SYNC (SQLite -> Mongo jnj_messages + emaily cesta)
|
|
# [drive sync_jnj_state_v1.0.py]
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
|
|
def norm_mid(s: str) -> str:
|
|
return (s or "").strip().strip("<>").strip()
|
|
|
|
|
|
def coalesce_path(jnjf, fld) -> str:
|
|
return jnjf if (jnjf and jnjf.strip()) else (fld or "")
|
|
|
|
|
|
def newest_db():
|
|
cands = glob.glob(os.path.join(DB_DIR, "jnjemails_*.db")) or glob.glob(os.path.join(DB_DIR, "*.db"))
|
|
return max(cands, key=os.path.getmtime) if cands else None
|
|
|
|
|
|
def run_sync(db, args, now) -> dict:
|
|
"""FAZE 2: SQLite -> jnj_messages (zrcadlo) + emaily (cesta/stav)."""
|
|
stats = {"total": 0, "matched": 0, "skipped": False}
|
|
print("\n=== FAZE 2: SYNC (SQLite -> jnj_messages + emaily cesta) ===")
|
|
|
|
emails = db[EMAILS_COL]
|
|
state_col = db[STATE_COL]
|
|
|
|
db_path = newest_db()
|
|
if not db_path:
|
|
print(f" Zadna .db v {DB_DIR} -> preskakuji.")
|
|
stats["skipped"] = True
|
|
return stats
|
|
db_name = os.path.basename(db_path)
|
|
print(f" SQLite: {db_name}")
|
|
|
|
st = state_col.find_one({"_id": "watermark"}) or {}
|
|
|
|
# ── Zkratka: tuto DB uz jsme zpracovali? (jen inkrementalni rezim) ─────
|
|
if not args.full and not args.force and st.get("last_db") == db_name:
|
|
print(f" DB {db_name} uz byla zpracovana (last_db) -> nic na praci.")
|
|
stats["skipped"] = True
|
|
return stats
|
|
|
|
wm = None if args.full else st.get("last_updated_at")
|
|
print(f" Watermark: {wm or '(zadny -> vse)'}")
|
|
|
|
# ── SQLite (read-only) ────────────────────────────────────────────────
|
|
con = sqlite3.connect(f"file:{db_path}?mode=ro", uri=True)
|
|
con.row_factory = sqlite3.Row
|
|
available = {row[1] for row in con.execute("PRAGMA table_info(messages)")}
|
|
sel_cols = [c for c in ROW_COLS if c in available]
|
|
missing = [c for c in ROW_COLS if c not in available]
|
|
if missing:
|
|
print(f" (DB nema sloupce: {', '.join(missing)} -> default None/0)")
|
|
has_updated = "updated_at" in available
|
|
q = f"SELECT {', '.join(sel_cols)} FROM messages"
|
|
params = ()
|
|
if wm and has_updated:
|
|
q += " WHERE updated_at > ?"
|
|
params = (wm,)
|
|
elif wm and not has_updated:
|
|
print(" (DB nema updated_at -> watermark ignorovan, beru vse)")
|
|
wm = None
|
|
rows = [dict(row) for row in con.execute(q, params).fetchall()]
|
|
con.close()
|
|
if args.limit:
|
|
rows = rows[:args.limit]
|
|
total = len(rows)
|
|
stats["total"] = total
|
|
print(f" Radku ke zpracovani: {total}")
|
|
if total == 0:
|
|
print(" Neni co synchronizovat (zadne nove radky).")
|
|
if not args.dry_run:
|
|
state_col.update_one({"_id": "watermark"},
|
|
{"$set": {"last_db": db_name, "synced_at": now}}, upsert=True)
|
|
return stats
|
|
|
|
# ── Indexy z Monga ────────────────────────────────────────────────────
|
|
print(" Nacitam _id + filename + jnj_folder z Mongo...")
|
|
ids_exact = set()
|
|
ids_norm = {}
|
|
fnames = {}
|
|
has_path = set()
|
|
for d in emails.find({}, {"_id": 1, "filename": 1, "jnj_folder": 1}):
|
|
_id = d["_id"]
|
|
ids_exact.add(_id)
|
|
ids_norm.setdefault(norm_mid(_id), _id)
|
|
fn = d.get("filename")
|
|
if fn:
|
|
fnames[fn] = _id
|
|
if d.get("jnj_folder"):
|
|
has_path.add(_id)
|
|
print(f" Mongo dokumentu v {EMAILS_COL}: {len(ids_exact)} (z toho s jnj_folder: {len(has_path)})")
|
|
|
|
# ── Plan ──────────────────────────────────────────────────────────────
|
|
m_exact = m_norm = m_fname = unmatched = 0
|
|
examples = []
|
|
mirror_ops = []
|
|
emaily_ops = []
|
|
max_wm = wm or ""
|
|
|
|
for r in rows:
|
|
mid = r.get("message_id")
|
|
uv = r.get("updated_at")
|
|
if uv and uv > max_wm:
|
|
max_wm = uv
|
|
|
|
# Krok A — zrcadlo (vzdy)
|
|
doc = {k: r.get(k) for k in ROW_COLS}
|
|
doc["mirrored_at"] = now
|
|
mirror_ops.append(UpdateOne({"_id": mid}, {"$set": doc}, upsert=True))
|
|
|
|
# Krok B — match do emaily
|
|
target = None
|
|
if mid in ids_exact:
|
|
target = mid; m_exact += 1
|
|
elif norm_mid(mid) in ids_norm:
|
|
target = ids_norm[norm_mid(mid)]; m_norm += 1
|
|
else:
|
|
eid = r.get("entry_id")
|
|
fn = (eid[-20:] + ".msg") if eid else None
|
|
if fn and fn in fnames:
|
|
target = fnames[fn]; m_fname += 1
|
|
else:
|
|
unmatched += 1
|
|
if len(examples) < 6:
|
|
examples.append(mid)
|
|
|
|
if target is not None:
|
|
setdoc = {
|
|
"jnj_folder": coalesce_path(r.get("jnj_folder"), r.get("folder")),
|
|
"jnj_is_read": bool(r.get("is_read")),
|
|
"jnj_not_in_mailbox": bool(r.get("not_in_mailbox_anymore")),
|
|
"jnj_left_mailbox_at": r.get("left_mailbox_at"),
|
|
"jnj_folder_synced_at": now,
|
|
}
|
|
emaily_ops.append(UpdateOne({"_id": target}, {"$set": setdoc}))
|
|
|
|
matched = m_exact + m_norm + m_fname
|
|
stats["matched"] = matched
|
|
print(" --- PLAN ---")
|
|
print(f" Zrcadlo -> {MIRROR_COL}: {len(mirror_ops)} upsert")
|
|
print(f" Emaily match exact (_id): {m_exact}")
|
|
print(f" Emaily match norm (<>): {m_norm}")
|
|
print(f" Emaily match filename: {m_fname}")
|
|
print(f" Emaily match CELKEM: {matched}/{total} ({100.0*matched/total:.1f}%)")
|
|
print(f" NEnamatchovano: {unmatched}")
|
|
if examples:
|
|
print(" Priklady nenamatchovanych message_id:")
|
|
for e in examples:
|
|
print(f" {str(e)[:72]}")
|
|
|
|
# ── Zapis ─────────────────────────────────────────────────────────────
|
|
if args.dry_run:
|
|
print(" DRY-RUN: Mongo se NEMENI.")
|
|
return stats
|
|
|
|
print(" Zapisuji...")
|
|
if mirror_ops:
|
|
db[MIRROR_COL].bulk_write(mirror_ops, ordered=False)
|
|
if emaily_ops:
|
|
emails.bulk_write(emaily_ops, ordered=False)
|
|
state_col.update_one(
|
|
{"_id": "watermark"},
|
|
{"$set": {"last_updated_at": max_wm, "synced_at": now, "last_db": db_name,
|
|
"last_total": total, "last_matched": matched}},
|
|
upsert=True,
|
|
)
|
|
print(f" SYNC hotovo: zrcadlo={len(mirror_ops)} emaily={len(emaily_ops)} watermark={max_wm}")
|
|
return stats
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
# FAZE 3 — ENRICH (Mongo -> PG fulltext, deleguje na sdileny 5_enrich)
|
|
# [drive jnj_emails_to_fulltext_v1.0.py]
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
|
|
def newest_enrich():
|
|
"""Najde nejnovejsi /scripts/5_enrich_fulltext_emails_v*.py podle verze vX.Y."""
|
|
cands = glob.glob(ENRICH_GLOB)
|
|
if not cands:
|
|
return None
|
|
|
|
def ver(p):
|
|
m = re.search(r"_v(\d+)\.(\d+)", os.path.basename(p))
|
|
return (int(m.group(1)), int(m.group(2))) if m else (0, 0)
|
|
|
|
return max(cands, key=ver)
|
|
|
|
|
|
def run_enrich(args, new_docs, force) -> dict:
|
|
"""FAZE 3: doindexuje JNJ schranku do PG fulltextu pres sdileny enrich.
|
|
Spousti se jen kdyz parse pridal nove dokumenty (nebo force/enrich-only)."""
|
|
stats = {"ran": False, "rc": None, "skipped_reason": None}
|
|
print("\n=== FAZE 3: ENRICH (PG fulltext) ===")
|
|
|
|
if args.no_enrich:
|
|
stats["skipped_reason"] = "--no-enrich"
|
|
print(" Preskoceno [--no-enrich].")
|
|
return stats
|
|
if args.dry_run:
|
|
enrich = newest_enrich()
|
|
stats["skipped_reason"] = "dry-run"
|
|
print(f" DRY-RUN: zavolal bych {enrich or '(enrich nenalezen!)'} --mailbox {EMAILS_COL}"
|
|
f" (nove doc z parse: {new_docs}, force={force})")
|
|
return stats
|
|
if not force and new_docs <= 0:
|
|
stats["skipped_reason"] = "zadne nove doc"
|
|
print(" Zadne nove maily z parse -> enrich preskocen "
|
|
"(JNJ stejne enrichuje pipeline v 6:00/18:00; --enrich-always vynuti).")
|
|
return stats
|
|
|
|
enrich = newest_enrich()
|
|
if not enrich:
|
|
stats["skipped_reason"] = "enrich skript nenalezen"
|
|
print(f" CHYBA: zadny enrich skript ({ENRICH_GLOB}) -> preskakuji.")
|
|
return stats
|
|
|
|
cmd = [sys.executable, enrich, "--mailbox", EMAILS_COL]
|
|
print(f" Spoustim: {' '.join(cmd)}")
|
|
sys.stdout.flush()
|
|
r = subprocess.run(cmd)
|
|
stats["ran"] = True
|
|
stats["rc"] = r.returncode
|
|
print(f" ENRICH hotovo: exit code {r.returncode}")
|
|
return stats
|
|
|
|
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
# MAIN
|
|
# ══════════════════════════════════════════════════════════════════════════════
|
|
|
|
def main():
|
|
ap = argparse.ArgumentParser(description=f"jnj_tower_ingest v{SCRIPT_VERSION}")
|
|
ap.add_argument("--dry-run", action="store_true", help="nic nezapise, jen plan")
|
|
ap.add_argument("--full", action="store_true",
|
|
help="parse: reparsuj vse; sync: ignoruj watermark")
|
|
ap.add_argument("--limit", type=int, default=0, help="max N souboru/radku (test)")
|
|
ap.add_argument("--reindex", action="store_true", help="vynut indexy po parse")
|
|
ap.add_argument("--force", action="store_true",
|
|
help="sync: ignoruj last_db zkratku")
|
|
ap.add_argument("--parse-only", action="store_true", help="jen faze PARSE")
|
|
ap.add_argument("--sync-only", action="store_true", help="jen faze SYNC")
|
|
ap.add_argument("--enrich-only", action="store_true", help="jen faze ENRICH")
|
|
ap.add_argument("--no-enrich", action="store_true", help="preskoc fazi ENRICH")
|
|
ap.add_argument("--enrich-always", action="store_true",
|
|
help="spust enrich i bez novych dokumentu z parse")
|
|
args = ap.parse_args()
|
|
|
|
now = datetime.now(timezone.utc).replace(tzinfo=None)
|
|
|
|
print(f"=== jnj_tower_ingest v{SCRIPT_VERSION} {'[DRY-RUN]' if args.dry_run else ''} ===")
|
|
print(f"Start: {datetime.now():%Y-%m-%d %H:%M:%S}")
|
|
print(f"MongoDB: {MONGO_URI} -> {MONGO_DB}")
|
|
|
|
client = MongoClient(MONGO_URI, serverSelectionTimeoutMS=5000)
|
|
try:
|
|
client.admin.command("ping")
|
|
print(" MongoDB OK")
|
|
except Exception as e:
|
|
print(f"CHYBA: MongoDB nedostupna -- {e}")
|
|
sys.exit(1)
|
|
|
|
db = client[MONGO_DB]
|
|
col = db[EMAILS_COL]
|
|
state_col = db[STATE_COL]
|
|
|
|
p_stats = s_stats = e_stats = None
|
|
if not args.sync_only and not args.enrich_only:
|
|
p_stats = run_parse(col, state_col, args, now)
|
|
if not args.parse_only and not args.enrich_only:
|
|
s_stats = run_sync(db, args, now)
|
|
if not args.parse_only and not args.sync_only:
|
|
new_docs = p_stats["ok"] if p_stats else 0
|
|
force = args.enrich_only or args.enrich_always or args.full
|
|
e_stats = run_enrich(args, new_docs, force)
|
|
|
|
# ── Souhrn ────────────────────────────────────────────────────────────
|
|
print("\n=== SOUHRN ===")
|
|
if p_stats is not None:
|
|
print(f" PARSE: rezim={p_stats['mode']} kandidatu={p_stats['candidates']} "
|
|
f"ok={p_stats['ok']} err={p_stats['err']}")
|
|
if s_stats is not None:
|
|
if s_stats.get("skipped"):
|
|
print(" SYNC: preskoceno (zadna nova DB / uz zpracovana)")
|
|
else:
|
|
print(f" SYNC: radku={s_stats['total']} match={s_stats['matched']}")
|
|
if e_stats is not None:
|
|
if e_stats.get("ran"):
|
|
print(f" ENRICH: spusten, exit code {e_stats['rc']}")
|
|
else:
|
|
print(f" ENRICH: preskoceno ({e_stats.get('skipped_reason')})")
|
|
print(f"Konec: {datetime.now():%Y-%m-%d %H:%M:%S}")
|
|
client.close()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|