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mobile.de/iaai_scraper/mobile_de/mapper.py
2026-04-28 12:08:24 +03:00

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from __future__ import annotations
import hashlib
import re
from datetime import datetime, timezone
from typing import Any
from ..storage.schemas import CarRecord, ImageRecord
from .client import MobileDeClient
from .models import MobileDeListing
_BODY_MAP = {
"cabrio": "OPEN",
"кабриолет": "OPEN",
"limousine": "SEDAN",
"седан": "SEDAN",
"suv": "SUV",
"внедорожник": "SUV",
"kombi": "STATION_WAGON",
"универсал": "STATION_WAGON",
"van": "MINIVAN",
"фургон": "MINIVAN",
"coupe": "COUPE",
"купе": "COUPE",
"kleinwagen": "HATCHBACK",
"маленький": "HATCHBACK",
}
_GEARBOX_MAP = {
"автомат": "AT",
"automatic": "AT",
"механ": "MT",
"manual": "MT",
"cvt": "CVT",
}
_COLOR_MAP = {
"schwarz": "black",
"черный": "black",
"weiß": "white",
"weiss": "white",
"белый": "white",
"серый": "gray",
"grau": "gray",
"silber": "silver",
"сереб": "silver",
"rot": "red",
"красный": "red",
"blau": "blue",
"синий": "blue",
"grün": "green",
"gruen": "green",
"зеленый": "green",
}
class MobileDeMapper:
"""Map mobile.de search/detail payloads into the existing CarRecord schema."""
def listing_to_car_record(self, listing: MobileDeListing) -> CarRecord:
raw = listing.raw or {}
attr = raw.get("attr") if isinstance(raw.get("attr"), dict) else {}
make = raw.get("make") if isinstance(raw.get("make"), dict) else {}
model_payload = raw.get("model") if isinstance(raw.get("model"), dict) else {}
brand = self._text(make.get("localized") or self._brand_from_title(listing.title) or listing.title or "UNKNOWN")
model = self._text(model_payload.get("localized") or self._model_from_title(listing.title, brand) or listing.subtitle or "UNKNOWN")
origin_id = self.origin_id(str(listing.id))
title = " ".join(part for part in [listing.title, listing.subtitle] if part)
return CarRecord(
parser_id=self._parser_id(origin_id),
brand=brand[:50] or "UNKNOWN",
model=model[:50] or "UNKNOWN",
year=self._year_from_first_registration(listing.first_registration or attr.get("fr")),
price=self._money_to_int(listing.price or raw.get("p")),
currency="EUR",
mileage=self._int_from_text(listing.mileage or attr.get("ml")) or 0,
country="NA",
is_sold=False,
color=self._normalize_color(attr.get("ecol")),
drive=None,
gearbox=self._normalize_gearbox(listing.transmission or attr.get("tr")),
steering_wheel="LEFT",
body_type=self._normalize_body(attr.get("c")),
engine_volume=self._int_from_text(attr.get("cc")),
selling_type="CLASSIFIED",
one_owner=(str(attr.get("pvo") or "").strip() == "1"),
new_car=False,
is_hidden=False,
origin="MOBILE_DE",
origin_url=listing.url,
origin_id=origin_id,
is_damaged=bool(raw.get("hasDamage")),
evaluation=self._text(raw.get("priceRating") or raw.get("rating")) or None,
non_smoking=True,
rental=False,
repair_history=bool(raw.get("hasDamage")),
slug=self._slugify(title or f"{brand} {model}"),
last_seen_at=datetime.now(timezone.utc),
images=self._images_from_listing(raw),
)
def detail_to_car_record(self, listing_id: str, detail: dict[str, Any]) -> CarRecord:
title = self._text(detail.get("shortTitle") or detail.get("make") or "UNKNOWN")
subtitle = self._text(detail.get("subTitle"))
fake_listing = MobileDeListing(
id=str(listing_id),
url=MobileDeClient.build_detail_url(listing_id),
title=title,
subtitle=subtitle,
price=self._text(detail.get("price") or detail.get("p")),
raw=detail,
)
return self.listing_to_car_record(fake_listing)
@staticmethod
def origin_id(listing_id: str) -> str:
return f"mobile.de:{listing_id}"
@staticmethod
def _parser_id(origin_id: str) -> str:
digest = hashlib.sha1(origin_id.encode("utf-8")).hexdigest()[:16]
return f"mobilede-{digest}"
@staticmethod
def _text(value: Any) -> str:
return "" if value is None else str(value).strip()
@classmethod
def _money_to_int(cls, value: Any) -> int | None:
return cls._int_from_text(value)
@staticmethod
def _int_from_text(value: Any) -> int | None:
if value is None:
return None
if isinstance(value, (int, float)) and not isinstance(value, bool):
return int(value)
digits = re.sub(r"[^0-9]", "", str(value))
return int(digits) if digits else None
@staticmethod
def _year_from_first_registration(value: Any) -> int | None:
text = "" if value is None else str(value)
match = re.search(r"(19|20)\d{2}", text)
return int(match.group(0)) if match else None
@staticmethod
def _brand_from_title(title: str | None) -> str | None:
if not title:
return None
return title.split()[0]
@staticmethod
def _model_from_title(title: str | None, brand: str) -> str | None:
if not title:
return None
rest = title.replace(brand, "", 1).strip()
return rest or None
@staticmethod
def _normalize_gearbox(value: Any) -> str | None:
text = "" if value is None else str(value).lower()
for marker, mapped in _GEARBOX_MAP.items():
if marker in text:
return mapped
return None
@staticmethod
def _normalize_body(value: Any) -> str:
text = "" if value is None else str(value).lower()
for marker, mapped in _BODY_MAP.items():
if marker in text:
return mapped
return "OTHER"
@staticmethod
def _normalize_color(value: Any) -> str:
text = "" if value is None else str(value).lower().strip()
for marker, mapped in _COLOR_MAP.items():
if marker in text:
return mapped
return text[:50] if text else "other"
@staticmethod
def _slugify(value: str) -> str:
slug = re.sub(r"[^a-zA-Z0-9а-яА-ЯёЁ]+", "-", value.lower()).strip("-")
return slug[:180] or "mobilede-car"
@staticmethod
def _images_from_listing(raw: dict[str, Any]) -> list[ImageRecord]:
urls: list[str] = []
image = raw.get("image")
if isinstance(image, str):
urls.append(MobileDeMapper._normalize_image_url(image))
images = raw.get("images")
if isinstance(images, list):
for item in images:
if isinstance(item, str):
urls.append(MobileDeMapper._normalize_image_url(item))
elif isinstance(item, dict):
src = item.get("src") or item.get("url") or item.get("uri")
if src:
urls.append(MobileDeMapper._normalize_image_url(str(src)))
return [
ImageRecord(fullres_image=url, preview_image=url, order_index=index)
for index, url in enumerate(dict.fromkeys(url for url in urls if url))
]
@staticmethod
def _normalize_image_url(value: str) -> str:
url = str(value).strip()
if not url:
return ""
if url.startswith("//"):
return f"https:{url}"
if url.startswith("http://") or url.startswith("https://"):
return url
return f"https://{url.lstrip('/')}"