gendesign/tradein-mvp/backend/app/services/geocoder.py
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feat(tradein): persistent infra для backfill scripts (PR F) (#592)
2026-05-27 06:59:54 +00:00

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"""Geocoder service — address → lat/lon.
Стратегия:
- Cache lookup в `geocode_cache` (Postgres) — TTL 90 дней
- Cache miss → Yandex Geocoder (если есть key) → fallback Nominatim
- Результат сохраняется в кэш для последующих вызовов
Используется в:
- /api/v1/trade-in/estimate (вход — адрес от пользователя)
- /api/v1/geocode/lookup (debug endpoint)
- scraper jobs (когда нужно по адресу определить координаты)
"""
from __future__ import annotations
import asyncio
import logging
from dataclasses import dataclass
from typing import Literal
import httpx
from sqlalchemy import text
from sqlalchemy.orm import Session
from tenacity import retry, stop_after_attempt, wait_exponential
from app.core.config import settings
logger = logging.getLogger(__name__)
# ── Result type ──────────────────────────────────────────────────────────────
@dataclass(frozen=True, slots=True)
class GeocodeResult:
lat: float
lon: float
full_address: str
provider: Literal["nominatim", "yandex", "cache"]
confidence: Literal["exact", "approximate", "locality"] = "approximate"
# ── Address normalisation ───────────────────────────────────────────────────
def normalize_address(address: str) -> str:
"""Нормализация для cache lookup: lowercase + trim + collapse whitespace.
« Ул. МАЛЫШЕВА, 30 » → «ул. малышева, 30»
"""
return " ".join(address.lower().strip().split())
# Согласные, которые часто пишут с одной буквой вместо двух (RU typos).
_DOUBLE_CONSONANTS = "лнмссккттпп"
def _typo_variants(query: str, limit: int = 6) -> list[str]:
"""Генерация вариантов с удвоением согласных — для случая когда пользователь
написал «Цвилинга» вместо «Цвиллинга», «Толстова» вместо «Толстого» итд.
Каждая позиция где есть одинокая согласная — кандидат на удвоение.
Возвращаем до `limit` вариантов в порядке вероятности (ближе к началу слова → выше).
"""
if len(query) < 3:
return []
variants: list[str] = []
chars = list(query)
for i in range(1, len(chars) - 1):
c = chars[i].lower()
if c not in _DOUBLE_CONSONANTS:
continue
prev_c = chars[i - 1].lower()
next_c = chars[i + 1].lower()
# Удваиваем только если соседи — гласные/'ь'/'ъ' (характерно для русских типо)
if prev_c in "аеёиоуыэюяьъ" and next_c in "аеёиоуыэюяьъ":
variant = query[:i + 1] + chars[i] + query[i + 1:]
if variant != query and variant not in variants:
variants.append(variant)
if len(variants) >= limit:
break
return variants
# ── Cache ────────────────────────────────────────────────────────────────────
def _cache_get(db: Session, address_norm: str) -> GeocodeResult | None:
row = db.execute(
text(
"""
SELECT lat, lon, full_address, provider, confidence
FROM geocode_cache
WHERE address_normalized = :addr
AND expires_at > NOW()
"""
),
{"addr": address_norm},
).fetchone()
if row is None:
return None
return GeocodeResult(
lat=row.lat,
lon=row.lon,
full_address=row.full_address,
provider="cache",
confidence=row.confidence or "approximate",
)
def _cache_put(db: Session, address_norm: str, result: GeocodeResult) -> None:
db.execute(
text(
"""
INSERT INTO geocode_cache
(address_normalized, lat, lon, full_address, provider, confidence)
VALUES (:addr, :lat, :lon, :full, :provider, :conf)
ON CONFLICT (address_normalized) DO UPDATE
SET lat = EXCLUDED.lat,
lon = EXCLUDED.lon,
full_address = EXCLUDED.full_address,
provider = EXCLUDED.provider,
confidence = EXCLUDED.confidence,
created_at = NOW(),
expires_at = NOW() + interval '90 days'
"""
),
{
"addr": address_norm,
"lat": result.lat,
"lon": result.lon,
"full": result.full_address,
"provider": result.provider,
"conf": result.confidence,
},
)
db.commit()
# ── Provider: Nominatim (OSM, без ключа) ────────────────────────────────────
async def _nominatim_query(client: httpx.AsyncClient, address: str) -> dict | None:
"""Single Nominatim search. Возвращает первый item или None.
ВАЖНО: фильтруем результаты по ЕКБ bbox прямо тут, чтобы при опечатках
не возвращать Пермский край / Челябинск.
"""
response = await client.get(
"https://nominatim.openstreetmap.org/search",
params={
"q": address,
"format": "json",
"limit": "3",
"countrycodes": "ru",
"addressdetails": "1",
"viewbox": EKB_BBOX["viewbox"],
"bounded": "1", # строго в ЕКБ bbox
},
)
response.raise_for_status()
data = response.json()
for item in data:
try:
lat_f = float(item["lat"])
lon_f = float(item["lon"])
if 60.40 <= lon_f <= 60.85 and 56.65 <= lat_f <= 56.95:
return item
except Exception:
continue
return None
@retry(stop=stop_after_attempt(3), wait=wait_exponential(multiplier=1, min=1, max=8))
async def _nominatim_lookup(address: str) -> GeocodeResult | None:
"""OSM Nominatim — бесплатно, без ключа, 1 req/sec policy.
Бан-policy: User-Agent с email обязателен.
Tier 1: bounded ЕКБ на оригинальный адрес.
Tier 2: bounded ЕКБ на typo-варианты (Цвилинга → Цвиллинга).
"""
headers = {
"User-Agent": f"TradeInMVP/0.1 (contact: {settings.contact_email})",
"Accept": "application/json",
"Accept-Language": "ru,en;q=0.8",
"Referer": "https://tradein-mvp.local/",
}
async with httpx.AsyncClient(timeout=10.0, headers=headers) as client:
# Tier 1: оригинал
item = await _nominatim_query(client, address)
# Tier 2: typo-variants
if item is None:
for variant in _typo_variants(address, limit=4):
await asyncio.sleep(1.0) # Nominatim 1 req/sec policy
item = await _nominatim_query(client, variant)
if item is not None:
logger.info("nominatim typo-fixed: %s%s", address, variant)
break
if item is None:
return None
confidence = "exact" if item.get("class") == "building" else "approximate"
return GeocodeResult(
lat=float(item["lat"]),
lon=float(item["lon"]),
full_address=item.get("display_name", address),
provider="nominatim",
confidence=confidence,
)
# ── Provider: Yandex Geocoder (требует key, лучшее покрытие РФ) ─────────────
@retry(stop=stop_after_attempt(3), wait=wait_exponential(multiplier=1, min=1, max=8))
async def _yandex_lookup(address: str, api_key: str) -> GeocodeResult | None:
"""Yandex Geocoder — 25K req/day free для самопод, лучше РФ.
Docs: https://yandex.ru/dev/maps/geocoder/doc/desc/concepts/input_params.html
Запрашиваем с ll+spn (центр ЕКБ) для приоритизации местных результатов,
но БЕЗ rspn — чтобы fuzzy matching работал при опечатках.
"""
# Не запихиваем "Екатеринбург" если оно уже есть в адресе (типичный кейс из suggest)
geocode_query = address if "екатеринбург" in address.lower() else f"Екатеринбург, {address}"
async with httpx.AsyncClient(timeout=10.0) as client:
response = await client.get(
"https://geocode-maps.yandex.ru/1.x/",
params={
"apikey": api_key,
"geocode": geocode_query,
"format": "json",
"results": 5, # берем top-5, отфильтруем по ЕКБ bbox ниже
"lang": "ru_RU",
"ll": EKB_BBOX["ll"],
"spn": EKB_BBOX["spn"],
},
)
response.raise_for_status()
data = response.json()
members = data.get("response", {}).get("GeoObjectCollection", {}).get("featureMember", [])
if not members:
return None
# Фильтруем top-5 по ЕКБ bbox — игнорируем Челябинск/Уфу/Москву при опечатке
best = None
for m in members:
obj = m.get("GeoObject", {})
try:
lon_str, lat_str = obj["Point"]["pos"].split()
lat_f, lon_f = float(lat_str), float(lon_str)
if 60.40 <= lon_f <= 60.85 and 56.65 <= lat_f <= 56.95:
best = obj
break
except Exception:
continue
if best is None:
# Никто из top-5 не попал в ЕКБ → берем первый «как есть» (вне ЕКБ — но хоть что-то)
best = members[0]["GeoObject"]
lon_str, lat_str = best["Point"]["pos"].split()
precision_raw = (
best.get("metaDataProperty", {})
.get("GeocoderMetaData", {})
.get("precision", "other")
)
confidence_map = {
"exact": "exact",
"number": "exact",
"near": "approximate",
"range": "approximate",
"street": "approximate",
}
return GeocodeResult(
lat=float(lat_str),
lon=float(lon_str),
full_address=best.get("metaDataProperty", {})
.get("GeocoderMetaData", {})
.get("text", address),
provider="yandex",
confidence=confidence_map.get(precision_raw, "approximate"),
)
# ── Suggest (автокомплит) ───────────────────────────────────────────────────
# ЕКБ bounding box (приблизительно): юг 56.65, запад 60.40, север 56.95, восток 60.85
EKB_BBOX = {
"viewbox": "60.40,56.95,60.85,56.65", # Nominatim format: lon1,lat1,lon2,lat2 (NW,SE)
"ll": "60.605,56.838", # Yandex center (lon,lat)
"spn": "0.45,0.30", # Yandex span (lon,lat)
}
@dataclass(frozen=True, slots=True)
class GeocodeSuggestion:
label: str # формат "Малышева 30, Октябрьский район"
full_address: str # полный из геокодера
lat: float
lon: float
kind: str # 'house' / 'street' / 'locality'
def _parse_yandex_members(members: list[dict]) -> list[GeocodeSuggestion]:
"""Yandex geocode_members → list[GeocodeSuggestion]. Чистим описание от мусора."""
out: list[GeocodeSuggestion] = []
for m in members:
obj = m.get("GeoObject", {})
try:
lon_str, lat_str = obj["Point"]["pos"].split()
meta = obj.get("metaDataProperty", {}).get("GeocoderMetaData", {})
kind = meta.get("kind", "other")
full = meta.get("text", obj.get("name", ""))
name = obj.get("name", full)
desc = obj.get("description", "")
desc_parts = [
p.strip() for p in desc.split(",")
if p.strip() and p.strip() not in {"Россия", "Свердловская область"}
]
label = name if not desc_parts else f"{name} · {', '.join(desc_parts)}"
out.append(GeocodeSuggestion(
label=label, full_address=full,
lat=float(lat_str), lon=float(lon_str), kind=kind,
))
except Exception:
continue
return out
async def _yandex_geocode_request(
client: httpx.AsyncClient, api_key: str, query: str, limit: int, bounded: bool
) -> list[dict]:
"""Single Yandex Geocoder request — bounded=True → строго в ЕКБ через rspn=1."""
params: dict[str, str] = {
"apikey": api_key,
"geocode": query,
"format": "json",
"results": str(limit),
"lang": "ru_RU",
"ll": EKB_BBOX["ll"],
"spn": EKB_BBOX["spn"],
}
if bounded:
params["rspn"] = "1"
response = await client.get("https://geocode-maps.yandex.ru/1.x/", params=params)
response.raise_for_status()
data = response.json()
return data.get("response", {}).get("GeoObjectCollection", {}).get("featureMember", [])
@retry(stop=stop_after_attempt(2), wait=wait_exponential(multiplier=1, min=1, max=4))
async def _yandex_suggest(query: str, api_key: str, limit: int = 8) -> list[GeocodeSuggestion]:
"""Yandex Geocoder с авто-fallback на typo-tolerant режим.
Tier 1: bounded ЕКБ (rspn=1) на оригинальный query.
Tier 2: bounded ЕКБ на typo-variants (удвоение согласных).
Tier 3: без rspn — fuzzy по всей стране, фильтр результатов по ЕКБ bbox.
"""
async with httpx.AsyncClient(timeout=8.0) as client:
# Tier 1: strict bounded на оригинал
members = await _yandex_geocode_request(
client, api_key, f"Екатеринбург, {query}", limit, bounded=True,
)
results = _parse_yandex_members(members)
if results:
return results
# Tier 2: bounded на typo-варианты
for variant in _typo_variants(query, limit=4):
members = await _yandex_geocode_request(
client, api_key, f"Екатеринбург, {variant}", limit, bounded=True,
)
results = _parse_yandex_members(members)
if results:
return results
# Tier 3: без rspn — даём fuzzy сделать своё дело, фильтр по bbox
members = await _yandex_geocode_request(
client, api_key, f"Екатеринбург, {query}", limit, bounded=False,
)
results = _parse_yandex_members(members)
in_ekb = [
r for r in results
if 60.40 <= r.lon <= 60.85 and 56.65 <= r.lat <= 56.95
]
return in_ekb
async def _nominatim_query_multi(
client: httpx.AsyncClient, query: str, limit: int
) -> list[dict]:
"""Один Nominatim search с фильтром по ЕКБ bbox. Возвращает up to N items."""
response = await client.get(
"https://nominatim.openstreetmap.org/search",
params={
"q": query,
"format": "json",
"limit": str(limit),
"countrycodes": "ru",
"viewbox": EKB_BBOX["viewbox"],
"bounded": "1",
"addressdetails": "1",
},
)
response.raise_for_status()
data = response.json()
return data if isinstance(data, list) else []
@retry(stop=stop_after_attempt(2), wait=wait_exponential(multiplier=1, min=1, max=4))
async def _nominatim_suggest(query: str, limit: int = 8) -> list[GeocodeSuggestion]:
"""Nominatim в режиме suggest. С typo-fallback (для случаев когда Yandex недоступен)."""
headers = {
"User-Agent": f"TradeInMVP/0.1 (contact: {settings.contact_email})",
"Accept": "application/json",
"Accept-Language": "ru,en;q=0.8",
}
async with httpx.AsyncClient(timeout=8.0, headers=headers) as client:
# Tier 1: оригинальный query
data = await _nominatim_query_multi(client, f"{query}, Екатеринбург", limit)
# Tier 2: typo-варианты если оригинал пустой
if not data:
for variant in _typo_variants(query, limit=3):
await asyncio.sleep(1.0) # Nominatim 1 req/sec
data = await _nominatim_query_multi(client, f"{variant}, Екатеринбург", limit)
if data:
logger.info("nominatim suggest typo-fixed: %s%s", query, variant)
break
out: list[GeocodeSuggestion] = []
for item in data:
display = item.get("display_name", "")
addr = item.get("address", {}) or {}
# Компактный лейбл: street + house_number / locality / district
street = addr.get("road") or addr.get("street") or ""
house = addr.get("house_number", "")
district = addr.get("suburb") or addr.get("city_district") or addr.get("borough") or ""
parts = []
if street:
parts.append(f"{street}{f', {house}' if house else ''}")
elif item.get("name"):
parts.append(item["name"])
if district:
parts.append(district)
label = " · ".join(parts) if parts else display[:80]
kind = "house" if house else ("street" if street else "locality")
out.append(GeocodeSuggestion(
label=label, full_address=display,
lat=float(item["lat"]), lon=float(item["lon"]), kind=kind,
))
return out
def _cadastral_forward_sync(
db: Session, query: str, limit: int = 5
) -> list[GeocodeSuggestion]:
"""Forward search via gendesign_cad_buildings FDW.
Uses ILIKE prefilter (FDW-pushable) + pg_trgm similarity ranking locally.
Returns up to `limit` suggestions, or [] on error / no results.
"""
try:
rows = db.execute(
text("""
SELECT cad_num, readable_address, lat, lon,
similarity(readable_address, CAST(:q AS text)) AS sim
FROM gendesign_cad_buildings
WHERE readable_address ILIKE CAST('%' || :q || '%' AS text)
ORDER BY sim DESC, length(readable_address) ASC
LIMIT CAST(:lim AS integer)
"""),
{"q": query, "lim": limit * 4},
).mappings().all()
except Exception:
logger.warning("cadastral forward sync failed for query=%r", query, exc_info=True)
return []
out: list[GeocodeSuggestion] = []
for r in rows[:limit]:
out.append(GeocodeSuggestion(
label=str(r["readable_address"]),
full_address=str(r["readable_address"]),
lat=float(r["lat"]),
lon=float(r["lon"]),
kind="house",
))
return out
def _cadastral_reverse_sync(
db: Session, lat: float, lon: float, radius_m: int = 200
) -> str | None:
"""Reverse lookup via gendesign_cad_buildings FDW.
bbox prefilter (±0.0025° lat, ±0.005° lon ≈ 280m) is FDW-pushable.
Distance calculated locally on small result set. Filters гаражи/СНТ.
Returns None on no result or error.
"""
try:
row = db.execute(
text("""
WITH candidates AS (
SELECT cad_num, readable_address, lat, lon,
111320.0 * sqrt(
pow(CAST(:lat AS double precision) - lat, 2) +
pow(
cos(radians(CAST(:lat AS double precision)))
* (CAST(:lon AS double precision) - lon), 2
)
) AS dist_m
FROM gendesign_cad_buildings
WHERE lat BETWEEN CAST(:lat AS double precision) - 0.0025
AND CAST(:lat AS double precision) + 0.0025
AND lon BETWEEN CAST(:lon AS double precision) - 0.005
AND CAST(:lon AS double precision) + 0.005
AND readable_address !~* '(гараж|снт|садовод|товарищ|уч\\.)'
)
SELECT readable_address, dist_m
FROM candidates
WHERE dist_m < CAST(:radius AS double precision)
ORDER BY dist_m ASC
LIMIT 1
"""),
{"lat": lat, "lon": lon, "radius": float(radius_m)},
).first()
except Exception:
logger.warning(
"cadastral reverse sync failed for (%.5f, %.5f)", lat, lon, exc_info=True
)
return None
if row is None:
return None
return str(row.readable_address)
async def suggest(
query: str, db: Session | None = None, limit: int = 8
) -> list[GeocodeSuggestion]:
"""Автокомплит адресов в ЕКБ. Cadastral FDW → Yandex → Nominatim → [].
db: если передан — cadastral lookup через gendesign_cad_buildings (первый tier).
Без кэша (дешёво, провайдеры толерируют автокомплит-запросы).
"""
if not query or len(query.strip()) < 2:
return []
# Tier 0: cadastral FDW (если db доступна) — самый быстрый, без внешних запросов
if db is not None:
cad_results = await asyncio.to_thread(_cadastral_forward_sync, db, query.strip(), limit)
if cad_results:
return cad_results
if settings.yandex_geocoder_api_key:
try:
results = await _yandex_suggest(query, settings.yandex_geocoder_api_key, limit)
if results:
return results
except Exception:
logger.exception("yandex suggest failed, falling back to nominatim")
try:
return await _nominatim_suggest(query, limit)
except Exception:
logger.exception("nominatim suggest failed")
return []
# ── Public API ───────────────────────────────────────────────────────────────
async def geocode(address: str, db: Session) -> GeocodeResult | None:
"""Геокодинг с кэшем. Cadastral FDW → Yandex → Nominatim → None.
Args:
address: пользовательский ввод (может быть грязным — нормализуем).
db: сессия Postgres для cache lookup/write и cadastral FDW lookup.
Returns:
GeocodeResult или None если ни один провайдер не отвечает.
"""
if not address or len(address.strip()) < 3:
return None
addr_norm = normalize_address(address)
# 1. Cache
cached = _cache_get(db, addr_norm)
if cached is not None:
logger.info("geocode cache hit: %s", addr_norm)
return cached
# 2. Cadastral FDW (прямой запрос к gendesign_cad_buildings — без внешнего API)
cad_suggestions = await asyncio.to_thread(_cadastral_forward_sync, db, address.strip(), limit=1)
if cad_suggestions:
s = cad_suggestions[0]
result = GeocodeResult(
lat=s.lat,
lon=s.lon,
full_address=s.full_address,
provider="nominatim", # treat as "local" — same confidence as nominatim
confidence="exact",
)
_cache_put(db, addr_norm, result)
logger.info(
"geocode cadastral fdw: %s → (%.5f, %.5f)", addr_norm, result.lat, result.lon
)
return result
# 3. Yandex (если есть key) с typo-fallback
if settings.yandex_geocoder_api_key:
try:
result = await _yandex_lookup(address, settings.yandex_geocoder_api_key)
# Если результат вне ЕКБ — пробуем typo-варианты
in_ekb = (
result is not None
and 60.40 <= result.lon <= 60.85
and 56.65 <= result.lat <= 56.95
)
if result is not None and in_ekb:
_cache_put(db, addr_norm, result)
logger.info("geocode yandex: %s → (%.5f, %.5f)", addr_norm, result.lat, result.lon)
return result
# Tier 2: typo-variants
for variant in _typo_variants(address, limit=4):
try:
result = await _yandex_lookup(variant, settings.yandex_geocoder_api_key)
except Exception:
continue
if result is None:
continue
if 60.40 <= result.lon <= 60.85 and 56.65 <= result.lat <= 56.95:
_cache_put(db, addr_norm, result)
logger.info(
"geocode yandex typo-fixed: %s%s → (%.5f, %.5f)",
addr_norm, variant, result.lat, result.lon,
)
return result
except Exception:
logger.exception("yandex geocoder failed, falling back to nominatim")
# 4. Nominatim fallback
try:
result = await _nominatim_lookup(address)
if result is not None:
_cache_put(db, addr_norm, result)
logger.info(
"geocode nominatim: %s → (%.5f, %.5f)", addr_norm, result.lat, result.lon
)
# Nominatim rate-limit policy: 1 req/sec — спим после успешного запроса
await asyncio.sleep(1.0)
return result
except Exception:
logger.exception("nominatim geocoder failed")
return None
# ── Reverse: координаты → адрес (для map-picker'а) ──────────────────────────
def _format_reverse_address(addr: dict) -> str | None:
"""Собирает чистый уличный адрес из Nominatim address-объекта.
Nominatim `display_name` ведёт с названия ближайшего POI/организации
(«NataliOlympic, 2к1, Трамвайный переулок, …»). Для map-picker'а это
ломает кейс: такой адрес нельзя forward-геокодировать обратно и оценка
не находит аналогов. Берём именно улицу + дом + город.
Возвращает None если в объекте нет улицы — тогда вызывающий код
откатывается на display_name.
"""
road = (
addr.get("road")
or addr.get("pedestrian")
or addr.get("footway")
)
if not road:
return None
house = addr.get("house_number")
city = (
addr.get("city")
or addr.get("town")
or addr.get("village")
or addr.get("municipality")
)
parts: list[str] = [str(road)]
if house:
parts.append(str(house))
if city:
parts.append(str(city))
return ", ".join(parts)
@retry(stop=stop_after_attempt(3), wait=wait_exponential(multiplier=1, min=1, max=8))
async def _nominatim_reverse(lat: float, lon: float) -> str | None:
"""Nominatim /reverse — extracted for fallback usage. @retry handles transient errors."""
headers = {
"User-Agent": f"TradeInMVP/0.1 (contact: {settings.contact_email})",
"Accept": "application/json",
"Accept-Language": "ru,en;q=0.8",
}
async with httpx.AsyncClient(timeout=10.0, headers=headers) as client:
response = await client.get(
"https://nominatim.openstreetmap.org/reverse",
params={
"lat": str(lat),
"lon": str(lon),
"format": "json",
"addressdetails": "1",
"zoom": "18",
},
)
response.raise_for_status()
data = response.json()
if not isinstance(data, dict) or "error" in data:
return None
addr = data.get("address")
if isinstance(addr, dict):
street = _format_reverse_address(addr)
if street:
return street
return data.get("display_name")
async def reverse_geocode(lat: float, lon: float, db: Session | None = None) -> str | None:
"""Cadastral FDW → Nominatim fallback.
Возвращает None если ни один источник не дал адрес. Endpoint
api/v1/geocode/reverse сам выкинет 404. НЕ даёт выйти HTTPStatusError
наверх — раньше Nominatim 403 → RetryError → FastAPI 500.
db: если передан — cadastral lookup через gendesign_cad_buildings FDW (первый tier).
"""
# 1. Cadastral FDW primary (без внешнего API, возвращает жилой дом not POI)
if db is not None:
cadastral = await asyncio.to_thread(_cadastral_reverse_sync, db, lat, lon)
if cadastral:
return cadastral
# 2. Nominatim fallback (wrap to prevent 500 on ban/rate-limit)
try:
return await _nominatim_reverse(lat, lon)
except Exception:
logger.exception("nominatim reverse failed for (%.5f, %.5f)", lat, lon)
return None