gendesign/backend/tests/services/generative/test_api_concepts.py
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feat(finmodel): monthly DCF — real NPV/IRR/PBP, replace IRR-proxy (epic #1881 PR-3)
Hand-rolled детерминированный DCF (без numpy-financial/новых deps): _npv /
_irr_monthly (bisection с bracket-guard) / _payback_months над помесячным
cashflow, построенным из статического каскада (PR-1) + калиброванной цены
(PR-2) по дефолтным нормативам фаз (ПИР 6мес → СМР по development_type
24/36/48 → распродажа, дисконт 15%).

- Налоги прорейтятся на признание выручки → Σ недисконтированного cashflow ==
  net_profit (ИНВАРИАНТ, тест — гарантия что DCF не разошёлся со статикой).
- IRR настоящий когда есть смена знака; вырожденный поток → fallback на
  roi-proxy (irr_is_proxy=True). Честно помечено.
- График продаж привязан к завершению стройки: sales_end = max(sales_start +
  длительность, construction_end) — продажи не заканчиваются раньше ввода
  (РФ ДДУ/эскроу). Без этого high_rise распродавался за 12 мес ДО ввода →
  двойная смена знака → profitable-проект молча падал в proxy + инверсия NPV.
- FinancialModel +npv_rub/payback_months/discount_rate_used/schedule_is_default
  (additive). development_type проброшен через placement.
- UI/PDF: NPV/IRR/PBP + честный caveat «график — типовое допущение, точность
  зависит от него». api-types регенерён авторитетно.

mypy strict clean (generative.*), +15 тестов (DCF helpers на учебных значениях,
ИНВАРИАНТ, IRR real-vs-proxy обе ветки, PBP, sales≥construction для всех типов,
profitable high_rise → настоящий IRR). 48 passed.

Refs #1881
2026-06-23 21:52:04 +05:00

174 lines
5.1 KiB
Python

"""End-to-end API test — POST /api/v1/concepts returns 3 filled variants.
Goes through the FastAPI route (TestClient) and asserts the contract is populated
with *real* numbers (non-zero ТЭП + financial), valid building GeoJSON, and that a
degenerate parcel yields 422 rather than empty variants.
"""
from __future__ import annotations
from collections.abc import Iterator
import pytest
from fastapi.testclient import TestClient
from app.core.db import get_db
from app.main import app
class _NoDbSession:
"""Заглушка Session: любой execute падает → market-price lookup деградирует в
class_norm без реальной БД. Тесты API не должны зависеть от живого Postgres."""
def execute(self, *args: object, **kwargs: object) -> object:
raise RuntimeError("no DB in unit test")
@pytest.fixture(autouse=True)
def _override_db() -> Iterator[None]:
"""get_db → заглушка без БД на время API-тестов концепции (conftest чистит overrides)."""
def _fake_get_db() -> Iterator[_NoDbSession]:
yield _NoDbSession()
app.dependency_overrides[get_db] = _fake_get_db
yield
app.dependency_overrides.pop(get_db, None)
_PARCEL = {
"type": "Polygon",
"coordinates": [
[
[60.60, 56.830],
[60.6045, 56.830],
[60.6045, 56.8328],
[60.60, 56.8328],
[60.60, 56.830],
]
],
}
def _post(payload: dict[str, object]) -> object:
client = TestClient(app)
return client.post("/api/v1/concepts", json=payload)
def test_concepts_returns_three_filled_variants() -> None:
response = _post(
{
"parcel_geojson": _PARCEL,
"housing_class": "comfort",
"target_floors": 9,
"development_type": "mid_rise",
"land_cost_rub": 150_000_000,
}
)
assert response.status_code == 200, response.text
variants = response.json()["variants"]
assert len(variants) == 3
assert {v["strategy"] for v in variants} == {"max_area", "max_insolation", "balanced"}
for v in variants:
teap = v["teap"]
fin = v["financial"]
# Реальные, ненулевые числа (не stub-нули).
assert teap["built_area_sqm"] > 0
assert teap["total_floor_area_sqm"] > 0
assert teap["residential_area_sqm"] > 0
assert teap["apartments_count"] > 0
assert teap["density"] > 0
assert teap["parking_spaces"] > 0
assert fin["revenue_rub"] > 0
assert fin["cost_rub"] > 0
# PR-2: без БД market-price lookup честно падает в норматив класса.
assert fin["price_is_calibrated"] is False
assert fin["price_source"] == "class_norm"
assert fin["price_per_sqm_used"] > 0
# GeoJSON застройки непустой.
fc = v["buildings_geojson"]
assert fc["type"] == "FeatureCollection"
assert len(fc["features"]) > 0
def test_concepts_degenerate_parcel_returns_422() -> None:
tiny = {
"type": "Polygon",
"coordinates": [
[
[60.60, 56.830],
[60.60015, 56.830],
[60.60015, 56.83015],
[60.60, 56.83015],
[60.60, 56.830],
]
],
}
response = _post(
{
"parcel_geojson": tiny,
"housing_class": "comfort",
"target_floors": 9,
"development_type": "mid_rise",
}
)
assert response.status_code == 422
def test_concepts_response_matches_contract_keys() -> None:
response = _post(
{
"parcel_geojson": _PARCEL,
"housing_class": "business",
"target_floors": 16,
"development_type": "high_rise",
}
)
assert response.status_code == 200
variant = response.json()["variants"][0]
assert set(variant.keys()) == {"strategy", "buildings_geojson", "teap", "financial"}
assert set(variant["teap"].keys()) == {
"built_area_sqm",
"total_floor_area_sqm",
"residential_area_sqm",
"apartments_count",
"density",
"parking_spaces",
}
assert set(variant["financial"].keys()) == {
# legacy summary (backward-compat)
"revenue_rub",
"cost_rub",
"gross_margin_rub",
"irr",
# revenue breakdown
"revenue_residential_rub",
"revenue_parking_rub",
# cost cascade
"construction_rub",
"pir_rub",
"networks_rub",
"developer_services_rub",
"contingency_rub",
"marketing_rub",
"land_rub",
# БДР / taxes
"vat_rub",
"profit_before_tax_rub",
"profit_tax_rub",
"net_profit_rub",
# metrics
"roi",
"margin_pct",
"irr_is_proxy",
# DCF (PR-3)
"npv_rub",
"payback_months",
"discount_rate_used",
"schedule_is_default",
# price calibration (PR-2)
"price_per_sqm_used",
"price_is_calibrated",
"price_source",
}