Model/backend/epc_client/client.py

# Spec: https://raw.githubusercontent.com/communitiesuk/epb-data-warehouse/main/api/api.yml
from __future__ import annotations

from dataclasses import dataclass
from typing import Callable, Optional

import httpx
import pandas as pd

from backend.epc_client.exceptions import EpcApiError, EpcNotFoundError, EpcRateLimitError
from backend.epc_client._retry import call_with_retry
from datatypes.epc.domain.epc_property_data import EpcPropertyData
from datatypes.epc.domain.mapper import EpcPropertyDataMapper


@dataclass
class EpcSearchResult:
    certificate_number: str
    address_line_1: str
    address_line_2: Optional[str]
    address_line_3: Optional[str]
    address_line_4: Optional[str]
    postcode: str
    post_town: str
    uprn: Optional[int]
    current_energy_efficiency_band: str
    registration_date: str

    def full_address(self) -> str:
        parts = [
            self.address_line_1,
            self.address_line_2,
            self.address_line_3,
            self.address_line_4,
        ]
        return ", ".join(p for p in parts if p)


class EpcClientService:
    BASE_URL = "https://api.get-energy-performance-data.communities.gov.uk"
    _MIN_MATCH_SCORE = 0.6

    def __init__(self, auth_token: str) -> None:
        self._headers = {
            "Authorization": f"Bearer {auth_token}",
            "Accept": "application/json",
        }

    def get_by_certificate_number(self, cert_num: str) -> EpcPropertyData:
        raw = call_with_retry(lambda: self._fetch_certificate(cert_num))
        return EpcPropertyDataMapper.from_api_response(raw)

    def get_by_uprn(self, uprn: int) -> Optional[EpcPropertyData]:
        results = call_with_retry(lambda: self._search(uprn=uprn))
        if not results:
            return None
        latest = max(results, key=lambda r: r.registration_date)
        return self.get_by_certificate_number(latest.certificate_number)

    def search_by_postcode(self, postcode: str) -> list[EpcSearchResult]:
        return call_with_retry(lambda: self._search(postcode=postcode))

    def find_best_match(self, postcode: str, address: str) -> Optional[EpcPropertyData]:
        from backend.utils.addressMatch import get_uprn_candidates

        candidates = self.search_by_postcode(postcode)
        if not candidates:
            return None

        # Round 1: score on addressLine1 only
        cert_num = self._pick_best_cert(candidates, address, use_full_address=False, fn=get_uprn_candidates)
        if cert_num:
            return self._safe_get(cert_num)

        # Round 2: score on all address lines joined
        cert_num = self._pick_best_cert(candidates, address, use_full_address=True, fn=get_uprn_candidates)
        if cert_num:
            return self._safe_get(cert_num)

        return None

    # ------------------------------------------------------------------
    # Private helpers
    # ------------------------------------------------------------------

    def _fetch_certificate(self, cert_num: str) -> dict:
        resp = httpx.get(
            f"{self.BASE_URL}/api/certificate",
            params={"certificate_number": cert_num},
            headers=self._headers,
        )
        if resp.status_code == 404:
            raise EpcNotFoundError(cert_num)
        if resp.status_code == 429:
            raise EpcRateLimitError("Rate limited by EPC API")
        if not resp.is_success:
            raise EpcApiError(f"EPC API error {resp.status_code}: {resp.text}")
        return resp.json()["data"]

    def _search(
        self,
        postcode: Optional[str] = None,
        uprn: Optional[int] = None,
    ) -> list[EpcSearchResult]:
        params: dict[str, str | int] = {}
        if postcode:
            params["postcode"] = postcode
        if uprn is not None:
            params["uprn"] = uprn

        resp = httpx.get(
            f"{self.BASE_URL}/api/domestic/search",
            params=params,
            headers=self._headers,
        )
        if resp.status_code == 404:
            return []
        if resp.status_code == 429:
            raise EpcRateLimitError("Rate limited by EPC API")
        if not resp.is_success:
            raise EpcApiError(f"EPC API error {resp.status_code}: {resp.text}")

        rows = resp.json().get("data", [])
        return [self._parse_search_result(r) for r in rows]

    @staticmethod
    def _parse_search_result(row: dict) -> EpcSearchResult:
        return EpcSearchResult(
            certificate_number=row["certificateNumber"],
            address_line_1=row["addressLine1"],
            address_line_2=row.get("addressLine2"),
            address_line_3=row.get("addressLine3"),
            address_line_4=row.get("addressLine4"),
            postcode=row["postcode"],
            post_town=row["postTown"],
            uprn=row.get("uprn"),
            current_energy_efficiency_band=row["currentEnergyEfficiencyBand"],
            registration_date=row["registrationDate"],
        )

    def _pick_best_cert(
        self,
        candidates: list[EpcSearchResult],
        user_address: str,
        use_full_address: bool,
        fn: Callable[..., pd.DataFrame],
    ) -> Optional[str]:
        df = pd.DataFrame([
            {
                "address": r.full_address() if use_full_address else r.address_line_1,
                "uprn": str(r.uprn) if r.uprn is not None else "",
                "certificate_number": r.certificate_number,
            }
            for r in candidates
        ])

        scored = fn(df, user_address=user_address)
        if scored.empty:
            return None

        best_score = scored.iloc[0]["lexiscore"]
        if best_score < self._MIN_MATCH_SCORE:
            return None

        top = scored[scored["lexirank"] == 1]
        if len(top) != 1:
            return None

        return str(top.iloc[0]["certificate_number"])

    def _safe_get(self, cert_num: str) -> Optional[EpcPropertyData]:
        try:
            return self.get_by_certificate_number(cert_num)
        except EpcNotFoundError:
            return None