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scripts/migration/lib/csv_loader.py
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272
scripts/migration/lib/csv_loader.py
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"""cards.csv / devices.csv 加载与跨文件一致性校验。
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新设计:CSV 只承载"业务方决策"——
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- cards.csv 只读 iccid + 可选覆盖列(target_shop_code、is_industry)
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- devices.csv 读设备元数据 + sim_iccid_*
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- 卡的运营商、套餐、msisdn、agent_id 等元数据全部从奇成查(见 legacy_query.fetch_card_meta)
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"""
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from __future__ import annotations
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from dataclasses import dataclass, field
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from pathlib import Path
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from typing import Optional
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CARD_HEADERS_REQUIRED = ("iccid_19",)
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# 设备列至少包含 imei 或 virtual_no 之一(运行时校验,允许只填一列)
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DEVICE_HEADERS_AT_LEAST_ONE = ("imei", "virtual_no")
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@dataclass
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class CardRow:
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"""cards.csv 单行的解析结果(只含业务方决策字段)。
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业务方必须同时提供 iccid_19 和 iccid_20(20 位运营商):
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- iccid_19:前 19 位,所有卡必填,作为跨文件稳定 ID
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- iccid_20:20 位完整 ICCID,CMCC/CUCC/CBN 必填、CTCC 必须留空
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- 运营商类型与 iccid_20 的一致性在查完奇成后由 sql_builder 校验
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新系统 iccid 唯一键 = iccid_20 优先,否则 iccid_19。
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"""
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line_no: int # 原始 CSV 行号(从 1 开始,含表头)
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iccid_19: str
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iccid_20: str = "" # 留空表示 CTCC(查完奇成会再校验)
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is_industry: bool = False # 默认 False(普通卡)
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# 跨文件校验后填充
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bound_device_virtual_no: str = ""
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@property
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def iccid_full(self) -> str:
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"""完整 ICCID:有 iccid_20 用 iccid_20,否则用 iccid_19。"""
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return self.iccid_20 or self.iccid_19
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@dataclass
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class DeviceRow:
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"""devices.csv 单行的解析结果。
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简化为业务方核心关心的列:imei / virtual_no / sim_iccid_*。
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店铺归属由"主卡 sim_iccid_1 的 agent_id → mapping.agents.target_shop_code"推导。
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其他字段(device_name/device_model/manufacturer 等)直接用默认值,不暴露给业务方。
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"""
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line_no: int
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imei: str
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virtual_no: str # 留空时用 imei 兜底,见 _load_devices
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sim_iccids: dict[int, str] # slot → iccid(只保留非空)
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max_sim_slots: int = 4 # 默认 4 槽位
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current_slot: int = 1 # 默认 slot 1 为当前生效
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@dataclass
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class ErrorRow:
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"""异常行汇总(写入 output/errors.csv)。"""
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source_file: str
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line_no: int
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field: str
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value: str
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error_code: str
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message: str
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def to_csv_row(self) -> list[str]:
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return [self.source_file, str(self.line_no), self.field, self.value, self.error_code, self.message]
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@dataclass
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class LoadResult:
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cards: list[CardRow] = field(default_factory=list)
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devices: list[DeviceRow] = field(default_factory=list)
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errors: list[ErrorRow] = field(default_factory=list)
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# ---------------- 字段清洗 ----------------
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def _normalize_cell(raw: str) -> str:
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if raw is None:
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return ""
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s = raw.strip()
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if s.startswith(""):
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s = s[1:]
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if s.startswith("'"):
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s = s[1:]
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s = s.replace(" ", "")
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return s.strip()
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def _parse_bool(raw: str) -> Optional[bool]:
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v = _normalize_cell(raw).lower()
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if v == "":
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return False
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if v in ("true", "1", "yes", "y", "t", "是", "行业卡"):
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return True
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if v in ("false", "0", "no", "n", "f", "否", "普通卡"):
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return False
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return None
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def _parse_int(raw: str, default: int = 0) -> int:
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v = _normalize_cell(raw)
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if not v:
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return default
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try:
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return int(v)
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except ValueError:
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return default
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# ---------------- 主入口 ----------------
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def load_assets(resources_dir: Path) -> tuple[list[CardRow], list[DeviceRow], list[ErrorRow]]:
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"""读 cards.csv + devices.csv,做格式校验与跨文件一致性校验。
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返回:(合法卡列表, 合法设备列表, 异常行列表)。
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元数据(carrier/agent_id/msisdn 等)由调用方再用 legacy_query 补充。
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"""
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result = LoadResult()
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cards_path = resources_dir / "cards.csv"
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if not cards_path.exists():
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raise FileNotFoundError(f"缺少 {cards_path},请按 resources/README.md 准备数据")
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_load_cards(cards_path, result)
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devices_path = resources_dir / "devices.csv"
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if devices_path.exists():
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_load_devices(devices_path, result)
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_cross_check(result)
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return result.cards, result.devices, result.errors
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def _load_cards(path: Path, result: LoadResult) -> None:
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import csv
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from . import iccid_utils
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with path.open("r", encoding="utf-8-sig", newline="") as f:
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reader = csv.DictReader(f)
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header = [_normalize_cell(h) for h in (reader.fieldnames or [])]
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missing = [k for k in CARD_HEADERS_REQUIRED if k not in header]
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if missing:
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raise ValueError(f"{path} 缺少必备列: {missing}")
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if "iccid_20" not in header:
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raise ValueError(f"{path} 必须包含 iccid_20 列(20 位运营商卡填写,CTCC 留空)")
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seen_iccid_19: dict[str, int] = {}
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for idx, raw in enumerate(reader, start=2):
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iccid_19 = _normalize_cell(raw.get("iccid_19", ""))
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iccid_20 = _normalize_cell(raw.get("iccid_20", ""))
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err = iccid_utils.validate_iccid_19(iccid_19)
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if err is not None:
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result.errors.append(ErrorRow("cards.csv", idx, "iccid_19", iccid_19, err.code, err.message))
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continue
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err = iccid_utils.validate_iccid_20(iccid_20, iccid_19)
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if err is not None:
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result.errors.append(ErrorRow("cards.csv", idx, "iccid_20", iccid_20, err.code, err.message))
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continue
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if iccid_19 in seen_iccid_19:
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result.errors.append(
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ErrorRow("cards.csv", idx, "iccid_19", iccid_19, "duplicate",
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f"与第 {seen_iccid_19[iccid_19]} 行 iccid_19 重复")
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)
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continue
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seen_iccid_19[iccid_19] = idx
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is_industry = _parse_bool(raw.get("is_industry", ""))
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if is_industry is None:
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result.errors.append(
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ErrorRow("cards.csv", idx, "is_industry", raw.get("is_industry", ""), "invalid_bool", "is_industry 必须是 true/false")
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)
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continue
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result.cards.append(
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CardRow(line_no=idx, iccid_19=iccid_19, iccid_20=iccid_20, is_industry=is_industry)
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)
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def _load_devices(path: Path, result: LoadResult) -> None:
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import csv
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with path.open("r", encoding="utf-8-sig", newline="") as f:
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reader = csv.DictReader(f)
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header = [_normalize_cell(h) for h in (reader.fieldnames or [])]
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if not any(k in header for k in DEVICE_HEADERS_AT_LEAST_ONE):
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raise ValueError(f"{path} 必须至少包含 imei 或 virtual_no 列")
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seen_virtual_no: dict[str, int] = {}
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for idx, raw in enumerate(reader, start=2):
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imei = _normalize_cell(raw.get("imei", ""))
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virtual_no = _normalize_cell(raw.get("virtual_no", ""))
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# virtual_no 留空时用 imei 兜底(业务方说"虚拟号一般会提供,没有就用 imei")
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effective_vno = virtual_no or imei
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if not effective_vno:
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result.errors.append(
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ErrorRow("devices.csv", idx, "virtual_no", "", "missing_identity",
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"imei 和 virtual_no 不能同时为空")
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)
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continue
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if effective_vno in seen_virtual_no:
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result.errors.append(
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ErrorRow("devices.csv", idx, "virtual_no", effective_vno, "duplicate",
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f"与第 {seen_virtual_no[effective_vno]} 行的设备号重复")
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)
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continue
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seen_virtual_no[effective_vno] = idx
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sim_iccids: dict[int, str] = {}
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for slot in (1, 2, 3, 4):
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v = _normalize_cell(raw.get(f"sim_iccid_{slot}", ""))
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if v:
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sim_iccids[slot] = v
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result.devices.append(
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DeviceRow(
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line_no=idx,
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imei=imei,
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virtual_no=effective_vno,
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sim_iccids=sim_iccids,
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)
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)
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def _cross_check(result: LoadResult) -> None:
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"""校验设备与卡之间的一致性,并把 bound_device_virtual_no 回填到 CardRow。
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devices.csv 里 sim_iccid_X 业务方可能填 19 位也可能填 20 位,
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统一截取前 19 位回查 cards.iccid_19。
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"""
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from . import iccid_utils
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cards_by_iccid_19: dict[str, CardRow] = {c.iccid_19: c for c in result.cards}
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device_card_refs: dict[str, tuple[str, int]] = {}
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for device in result.devices:
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for slot, raw_iccid in device.sim_iccids.items():
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key19 = iccid_utils.prefix_19(raw_iccid)
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if key19 not in cards_by_iccid_19:
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result.errors.append(
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ErrorRow(
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"devices.csv", device.line_no, f"sim_iccid_{slot}", raw_iccid,
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"card_not_found", "引用的 ICCID(前 19 位)在 cards.csv 中不存在",
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)
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)
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continue
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if key19 in device_card_refs:
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prev_vno, prev_line = device_card_refs[key19]
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result.errors.append(
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ErrorRow(
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"devices.csv", device.line_no, f"sim_iccid_{slot}", raw_iccid,
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"card_used_twice", f"该 ICCID 已被设备 {prev_vno}(第 {prev_line} 行)使用",
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)
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)
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continue
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device_card_refs[key19] = (device.virtual_no, device.line_no)
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cards_by_iccid_19[key19].bound_device_virtual_no = device.virtual_no
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# 标准化:slot 里的值统一改写为 iccid_19,sql_builder 直接用它查 cards / card_metas
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device.sim_iccids[slot] = key19
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