1051 lines
36 KiB
Python
1051 lines
36 KiB
Python
from datetime import datetime, timedelta
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from typing import Dict, List, Optional
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DEFAULT_LARGE_TRANSACTION_THRESHOLDS = {
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"SINGLE_TRANSACTION_AMOUNT": 1111,
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"CUMULATIVE_TRANSACTION_AMOUNT": 50000001,
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"ANNUAL_TURNOVER": 50000001,
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"LARGE_CASH_DEPOSIT": 2000001,
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"FREQUENT_CASH_DEPOSIT": 5,
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"FREQUENT_TRANSFER": 100001,
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}
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IDENTITY_POOL = {
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"staff_primary": {
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"name": "模型测试员工",
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"id_card": "330101198801010011",
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"account": "6222024000000001",
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},
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"family_primary": {
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"name": "模型测试家属",
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"id_card": "330101199001010022",
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"account": "6222024000000002",
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},
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"staff_secondary": {
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"name": "模型二测试员工",
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"id_card": "330101198802020033",
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"account": "6222024000000003",
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},
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"family_secondary": {
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"name": "模型二测试家属",
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"id_card": "330101199202020044",
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"account": "6222024000000004",
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},
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}
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IDENTITY_SCOPES = {
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"primary": {
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"staff": IDENTITY_POOL["staff_primary"],
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"family": IDENTITY_POOL["family_primary"],
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},
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"secondary": {
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"staff": IDENTITY_POOL["staff_secondary"],
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"family": IDENTITY_POOL["family_secondary"],
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},
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}
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IDENTITY_CARD_POOL = tuple(identity["id_card"] for identity in IDENTITY_POOL.values())
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REFERENCE_NOW = datetime(2026, 3, 18, 9, 0, 0)
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def resolve_identity_scope(log_id: int) -> Dict[str, Dict[str, str]]:
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"""按 logId 稳定选择单个员工域。"""
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return IDENTITY_SCOPES["primary"] if log_id % 2 == 1 else IDENTITY_SCOPES["secondary"]
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def resolve_identity_cards(log_id: int) -> tuple:
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"""返回指定 logId 允许出现的证件号集合（员工本人及家属）。"""
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identity_scope = resolve_identity_scope(log_id)
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return tuple(identity["id_card"] for identity in identity_scope.values())
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def _format_datetime(value: datetime) -> str:
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return value.strftime("%Y-%m-%d %H:%M:%S")
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def _format_date(value: datetime) -> str:
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return value.strftime("%Y-%m-%d")
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def _build_statement(
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group_id: int,
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log_id: int,
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*,
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trx_datetime: datetime,
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cret_no: str,
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customer_name: str,
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user_memo: str,
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cash_type: str,
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dr_amount: float = 0.0,
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cr_amount: float = 0.0,
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le_name: str = "模型测试主体",
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account_mask_no: str = "6222024999999999",
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customer_account_mask_no: str = "9558800000000001",
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bank_comments: str = "",
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customer_bank: str = "",
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customer_cert_no: str = "",
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customer_social_credit_code: str = "",
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) -> Dict:
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trans_amount = round(dr_amount if dr_amount > 0 else cr_amount, 2)
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balance_amount = round(80000000 + cr_amount - dr_amount, 2)
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return {
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"accountId": 0,
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"accountMaskNo": account_mask_no,
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"accountingDate": _format_date(trx_datetime),
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"accountingDateId": int(trx_datetime.strftime("%Y%m%d")),
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"archivingFlag": 0,
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"attachments": 0,
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"balanceAmount": balance_amount,
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"bank": "ZJRCU",
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"bankComments": bank_comments,
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"bankStatementId": 0,
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"bankTrxNumber": "",
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"batchId": log_id,
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"cashType": cash_type,
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"commentsNum": 0,
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"crAmount": round(cr_amount, 2),
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"createDate": _format_datetime(REFERENCE_NOW),
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"createdBy": "902001",
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"cretNo": cret_no,
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"currency": "CNY",
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"customerAccountMaskNo": customer_account_mask_no,
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"customerBank": customer_bank,
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"customerId": -1,
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"customerName": customer_name,
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"customerReference": "",
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"customerCertNo": customer_cert_no,
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"customerSocialCreditCode": customer_social_credit_code,
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"downPaymentFlag": 0,
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"drAmount": round(dr_amount, 2),
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"exceptionType": "",
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"groupId": group_id,
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"internalFlag": 0,
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"leId": 16308,
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"leName": le_name,
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"overrideBsId": 0,
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"paymentMethod": "",
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"sourceCatalogId": 0,
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"split": 0,
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"subBankstatementId": 0,
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"toDoFlag": 0,
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"transAmount": trans_amount,
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"transFlag": "P" if dr_amount > 0 else "R",
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"transTypeId": 0,
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"transformAmount": 0,
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"transformCrAmount": 0,
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"transformDrAmount": 0,
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"transfromBalanceAmount": 0,
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"trxBalance": 0,
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"trxDate": _format_datetime(trx_datetime),
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"uploadSequnceNumber": 0,
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"userMemo": user_memo,
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}
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def _build_sample_context(
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log_id: int,
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primary_enterprise_name: Optional[str] = None,
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primary_account_no: Optional[str] = None,
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staff_id_card: Optional[str] = None,
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family_id_cards: Optional[List[str]] = None,
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) -> Dict[str, str]:
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identity_scope = resolve_identity_scope(log_id)
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staff_identity = identity_scope["staff"]
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family_identity = identity_scope["family"]
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selected_staff_id_card = staff_id_card or staff_identity["id_card"]
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selected_family_id_cards = list(family_id_cards or [family_identity["id_card"]])
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return {
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"le_name": primary_enterprise_name or "模型测试主体",
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"account_no": primary_account_no or "6222024999999999",
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"staff_id_card": selected_staff_id_card,
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"family_id_card": (
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selected_family_id_cards[0] if selected_family_id_cards else selected_staff_id_card
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),
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}
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def _build_phase2_subjects(
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log_id: int,
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staff_id_card: Optional[str] = None,
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family_id_cards: Optional[List[str]] = None,
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) -> Dict[str, str]:
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identity_scope = resolve_identity_scope(log_id)
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fallback_staff = identity_scope["staff"]["id_card"]
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fallback_family = identity_scope["family"]["id_card"]
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primary_subject = staff_id_card or fallback_staff
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family_pool = [
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card
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for card in (family_id_cards or [])
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if card and card != primary_subject
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]
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secondary_subject = (
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family_pool[0]
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if family_pool
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else (fallback_family if fallback_family != primary_subject else primary_subject)
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)
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tertiary_subject = family_pool[1] if len(family_pool) > 1 else secondary_subject
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return {
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"primary": primary_subject,
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"secondary": secondary_subject,
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"tertiary": tertiary_subject,
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}
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def build_house_or_car_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=9, hours=1),
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cret_no=context["staff_id_card"],
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customer_name="杭州贝壳房地产经纪有限公司",
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user_memo="购买房产首付款",
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cash_type="对公转账",
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dr_amount=680000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024555500001",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=8, hours=2),
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cret_no=context["family_id_card"],
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customer_name="兰溪星耀汽车销售服务有限公司",
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user_memo="购车首付款",
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cash_type="对公转账",
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dr_amount=380000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024555500002",
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),
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]
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def build_tax_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=7, hours=1),
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cret_no=context["staff_id_card"],
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customer_name="国家金库兰溪市中心支库",
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user_memo="个人所得税税款",
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cash_type="税务缴款",
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dr_amount=126000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024555500003",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=6, hours=3),
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cret_no=context["family_id_card"],
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customer_name="兰溪市税务局",
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user_memo="房产税务缴税",
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cash_type="税务缴款",
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dr_amount=88000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024555500004",
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),
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]
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def build_single_large_income_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=5, hours=2),
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cret_no=context["staff_id_card"],
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customer_name="浙江远望贸易有限公司",
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user_memo="经营往来收入",
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cash_type="对公转账",
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cr_amount=18800000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600001",
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)
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]
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def build_cumulative_income_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=5, hours=2),
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cret_no=context["staff_id_card"],
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customer_name="浙江远望贸易有限公司",
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user_memo="经营往来收入",
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cash_type="对公转账",
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cr_amount=18800000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600001",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=5, hours=1),
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cret_no=context["staff_id_card"],
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customer_name="浙江远望贸易有限公司",
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user_memo="项目回款收入",
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cash_type="对公转账",
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cr_amount=20800000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600001",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=4, hours=4),
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cret_no=context["staff_id_card"],
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customer_name="浙江远望贸易有限公司",
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user_memo="业务合作收入",
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cash_type="对公转账",
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cr_amount=20700000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600001",
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),
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]
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def build_annual_turnover_supporting_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=15, hours=2),
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cret_no=context["staff_id_card"],
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customer_name="浙江金穗供应链有限公司",
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user_memo="年度经营回款",
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cash_type="对公转账",
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cr_amount=17200000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600002",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=11, hours=3),
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cret_no=context["staff_id_card"],
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customer_name="浙江金穗供应链有限公司",
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user_memo="年度项目回款",
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cash_type="对公转账",
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cr_amount=17600000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600002",
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),
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=9, hours=4),
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cret_no=context["staff_id_card"],
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customer_name="浙江金穗供应链有限公司",
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user_memo="年度合作收入",
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cash_type="对公转账",
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cr_amount=17800000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024666600002",
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),
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]
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def build_large_cash_deposit_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=datetime(2026, 3, 10, 9, 0, 0),
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cret_no=context["staff_id_card"],
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customer_name="",
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user_memo="现金存款",
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cash_type="现金存款",
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cr_amount=3000000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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)
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]
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|
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def build_frequent_cash_deposit_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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deposit_specs = [
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(datetime(2026, 3, 10, 9, 0, 0), "现金存款", 3000000.0),
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(datetime(2026, 3, 10, 9, 30, 0), "ATM现金存款", 3100000.0),
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(datetime(2026, 3, 10, 10, 0, 0), "自助存款现金存入", 3200000.0),
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(datetime(2026, 3, 10, 10, 30, 0), "CRS存款", 3300000.0),
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(datetime(2026, 3, 10, 11, 0, 0), "本行ATM存款", 3400000.0),
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(datetime(2026, 3, 10, 11, 30, 0), "柜面现金存款", 3500000.0),
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]
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=trx_datetime,
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cret_no=context["staff_id_card"],
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customer_name="",
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user_memo=user_memo,
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cash_type="现金存款",
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cr_amount=cr_amount,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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)
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for trx_datetime, user_memo, cr_amount in deposit_specs
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]
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|
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def build_large_transfer_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=3, hours=1),
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cret_no=context["staff_id_card"],
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customer_name="异地转账平台",
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user_memo="手机银行转账",
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cash_type="转账支出",
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dr_amount=12000000.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024777700001",
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)
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]
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|
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def build_gambling_sensitive_keyword_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
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context = _build_sample_context(log_id, **kwargs)
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return [
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_build_statement(
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group_id,
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log_id,
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trx_datetime=REFERENCE_NOW - timedelta(days=4, hours=2),
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cret_no=context["staff_id_card"],
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customer_name="欢乐游戏科技有限公司",
|
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user_memo="游戏充值",
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cash_type="快捷支付",
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dr_amount=6888.0,
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le_name=context["le_name"],
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account_mask_no=context["account_no"],
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customer_account_mask_no="6222024888800001",
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)
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]
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|
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|
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def build_special_amount_transaction_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
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context = _build_sample_context(log_id, **kwargs)
|
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return [
|
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_build_statement(
|
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group_id,
|
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log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=4, hours=1),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="兰溪特别金额结算中心",
|
|
user_memo="特殊金额转账",
|
|
cash_type="转账支出",
|
|
dr_amount=1314.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024888800002",
|
|
)
|
|
]
|
|
|
|
|
|
def build_suspicious_income_keyword_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=3, hours=5),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="灰度信息咨询有限公司",
|
|
user_memo="劳务费发放",
|
|
cash_type="劳务费入账",
|
|
cr_amount=166666.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024888800003",
|
|
)
|
|
]
|
|
|
|
|
|
def build_forex_buy_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=2, hours=6),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="中国银行外汇业务中心",
|
|
user_memo="个人购汇",
|
|
cash_type="购汇支出",
|
|
dr_amount=126000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024999900001",
|
|
)
|
|
]
|
|
|
|
|
|
def build_forex_sell_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=2, hours=4),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="中国银行外汇业务中心",
|
|
user_memo="个人结汇",
|
|
cash_type="结汇收入",
|
|
cr_amount=132000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024999900002",
|
|
)
|
|
]
|
|
|
|
|
|
def build_stock_transfer_large_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=2, hours=2),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="国信证券资金账户",
|
|
user_memo="证券大额转托管转出",
|
|
cash_type="转账支出",
|
|
dr_amount=560000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024999900003",
|
|
)
|
|
]
|
|
|
|
|
|
def build_large_stock_trading_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=1, hours=3),
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="华泰证券资金账户",
|
|
user_memo="证券大额交易买入",
|
|
cash_type="证券交易",
|
|
dr_amount=880000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024999900004",
|
|
)
|
|
]
|
|
|
|
|
|
def build_withdraw_cnt_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
withdraw_specs = [
|
|
(datetime(2026, 3, 12, 9, 0, 0), "微信提现", 8000.0),
|
|
(datetime(2026, 3, 12, 10, 0, 0), "支付宝提现", 9000.0),
|
|
(datetime(2026, 3, 12, 11, 0, 0), "微信提现", 8500.0),
|
|
(datetime(2026, 3, 12, 12, 0, 0), "支付宝提现", 9200.0),
|
|
]
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=trx_datetime,
|
|
cret_no=context["staff_id_card"],
|
|
customer_name="财付通结算账户" if "微信" in user_memo else "支付宝结算账户",
|
|
user_memo=user_memo,
|
|
cash_type="提现支出",
|
|
dr_amount=dr_amount,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
)
|
|
for trx_datetime, user_memo, dr_amount in withdraw_specs
|
|
]
|
|
|
|
|
|
def build_low_income_relative_large_transaction_samples(
|
|
group_id: int,
|
|
log_id: int,
|
|
**kwargs,
|
|
) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=18),
|
|
cret_no=subjects["secondary"],
|
|
customer_name="兰溪惠民互助协会",
|
|
user_memo="亲属大额转入",
|
|
cash_type="对私转账",
|
|
cr_amount=68000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024888800001",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=REFERENCE_NOW - timedelta(days=9),
|
|
cret_no=subjects["secondary"],
|
|
customer_name="兰溪惠民互助协会",
|
|
user_memo="亲属经营补贴",
|
|
cash_type="对私转账",
|
|
cr_amount=52000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024888800001",
|
|
),
|
|
]
|
|
|
|
|
|
def build_multi_party_gambling_transfer_samples(
|
|
group_id: int,
|
|
log_id: int,
|
|
**kwargs,
|
|
) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
transfer_specs = [
|
|
("欢乐游戏科技有限公司", 3888.0),
|
|
("星彩娱乐网络科技有限公司", 4288.0),
|
|
("极速竞技服务有限公司", 4688.0),
|
|
]
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=datetime(2026, 3, 11, 10 + index, 0, 0),
|
|
cret_no=subjects["primary"],
|
|
customer_name=customer_name,
|
|
user_memo="手机银行转账",
|
|
cash_type="对私转账",
|
|
dr_amount=dr_amount,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no=f"62220247777000{index + 1}",
|
|
)
|
|
for index, (customer_name, dr_amount) in enumerate(transfer_specs)
|
|
]
|
|
|
|
|
|
def build_monthly_fixed_income_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
income_months = [
|
|
datetime(2025, 10, 5, 9, 0, 0),
|
|
datetime(2025, 11, 5, 9, 0, 0),
|
|
datetime(2025, 12, 5, 9, 0, 0),
|
|
datetime(2026, 1, 5, 9, 0, 0),
|
|
datetime(2026, 2, 5, 9, 0, 0),
|
|
datetime(2026, 3, 5, 9, 0, 0),
|
|
]
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=trx_datetime,
|
|
cret_no=subjects["primary"],
|
|
customer_name="兰溪远航信息服务有限公司",
|
|
user_memo="月度稳定兼职收入",
|
|
cash_type="对私转账",
|
|
cr_amount=7200.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600101",
|
|
)
|
|
for trx_datetime in income_months
|
|
]
|
|
|
|
|
|
def build_fixed_counterparty_transfer_samples(
|
|
group_id: int,
|
|
log_id: int,
|
|
**kwargs,
|
|
) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
quarter_dates = [
|
|
datetime(2025, 4, 8, 9, 0, 0),
|
|
datetime(2025, 7, 8, 9, 0, 0),
|
|
datetime(2025, 10, 8, 9, 0, 0),
|
|
datetime(2026, 1, 8, 9, 0, 0),
|
|
]
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=trx_datetime,
|
|
cret_no=subjects["primary"],
|
|
customer_name="兰溪零工服务有限公司",
|
|
user_memo="季度稳定兼职收入",
|
|
cash_type="对私转账",
|
|
cr_amount=4200.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600201",
|
|
)
|
|
for trx_datetime in quarter_dates
|
|
]
|
|
|
|
|
|
def build_salary_quick_transfer_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
salary_time = datetime(2026, 3, 14, 9, 0, 0)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=salary_time,
|
|
cret_no=subjects["primary"],
|
|
customer_name="浙江兰溪农村商业银行股份有限公司",
|
|
user_memo="工资入账",
|
|
cash_type="工资代发",
|
|
cr_amount=12000.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600301",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=salary_time + timedelta(hours=6),
|
|
cret_no=subjects["primary"],
|
|
customer_name="张某某",
|
|
user_memo="工资到账后快速转出",
|
|
cash_type="对私转账",
|
|
dr_amount=10800.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600302",
|
|
),
|
|
]
|
|
|
|
|
|
def build_salary_unused_samples(group_id: int, log_id: int, **kwargs) -> List[Dict]:
|
|
context = _build_sample_context(log_id, **kwargs)
|
|
subjects = _build_phase2_subjects(
|
|
log_id,
|
|
staff_id_card=kwargs.get("staff_id_card"),
|
|
family_id_cards=kwargs.get("family_id_cards"),
|
|
)
|
|
salary_time = datetime(2026, 2, 10, 9, 0, 0)
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=salary_time,
|
|
cret_no=subjects["secondary"],
|
|
customer_name="浙江兰溪农村商业银行股份有限公司",
|
|
user_memo="工资入账",
|
|
cash_type="工资代发",
|
|
cr_amount=9800.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600401",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=salary_time + timedelta(days=5),
|
|
cret_no=subjects["secondary"],
|
|
customer_name="兰溪住房公积金中心",
|
|
user_memo="代扣公积金",
|
|
cash_type="代扣支出",
|
|
dr_amount=500.0,
|
|
le_name=context["le_name"],
|
|
account_mask_no=context["account_no"],
|
|
customer_account_mask_no="6222024666600402",
|
|
),
|
|
]
|
|
|
|
|
|
def build_sudden_account_closure_samples(
|
|
group_id: int,
|
|
log_id: int,
|
|
*,
|
|
account_fact: Dict,
|
|
le_name: str = "模型测试主体",
|
|
) -> List[Dict]:
|
|
invalid_date = datetime.strptime(account_fact["invalid_date"], "%Y-%m-%d")
|
|
owner_id_card = account_fact["owner_id_card"]
|
|
account_no = account_fact["account_no"]
|
|
account_name = account_fact["account_name"]
|
|
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=invalid_date - timedelta(days=30, hours=-1),
|
|
cret_no=owner_id_card,
|
|
customer_name="杭州临时往来款账户",
|
|
user_memo=f"{account_name}销户前资金回笼",
|
|
cash_type="对私转账",
|
|
cr_amount=88000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666610001",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=invalid_date - timedelta(days=12, hours=2),
|
|
cret_no=owner_id_card,
|
|
customer_name="杭州消费支付商户",
|
|
user_memo=f"{account_name}销户前集中支出",
|
|
cash_type="快捷支付",
|
|
dr_amount=62000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666610002",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=invalid_date - timedelta(days=1, hours=3),
|
|
cret_no=owner_id_card,
|
|
customer_name="浙江异常账户清理专户",
|
|
user_memo=f"{account_name}异常账户销户前转出",
|
|
cash_type="对私转账",
|
|
dr_amount=126000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666610003",
|
|
),
|
|
]
|
|
|
|
|
|
def build_dormant_account_large_activation_samples(
|
|
group_id: int,
|
|
log_id: int,
|
|
*,
|
|
account_fact: Dict,
|
|
le_name: str = "模型测试主体",
|
|
) -> List[Dict]:
|
|
effective_date = datetime.strptime(account_fact["effective_date"], "%Y-%m-%d")
|
|
activation_start = datetime(effective_date.year, effective_date.month, effective_date.day) + timedelta(days=181)
|
|
owner_id_card = account_fact["owner_id_card"]
|
|
account_no = account_fact["account_no"]
|
|
account_name = account_fact["account_name"]
|
|
|
|
return [
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=activation_start,
|
|
cret_no=owner_id_card,
|
|
customer_name="浙江存量资产回收账户",
|
|
user_memo=f"{account_name}休眠后异常账户激活入账",
|
|
cash_type="对公转账",
|
|
cr_amount=180000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666620001",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=activation_start + timedelta(days=9, hours=2),
|
|
cret_no=owner_id_card,
|
|
customer_name="浙江大额往来备付金专户",
|
|
user_memo=f"{account_name}休眠激活后大额转入",
|
|
cash_type="对公转账",
|
|
cr_amount=260000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666620002",
|
|
),
|
|
_build_statement(
|
|
group_id,
|
|
log_id,
|
|
trx_datetime=activation_start + timedelta(days=18, hours=1),
|
|
cret_no=owner_id_card,
|
|
customer_name="杭州临时资金调拨账户",
|
|
user_memo=f"{account_name}休眠账户异常账户激活转出",
|
|
cash_type="对私转账",
|
|
dr_amount=120000.0,
|
|
le_name=le_name,
|
|
account_mask_no=account_no,
|
|
customer_account_mask_no="6222024666620003",
|
|
),
|
|
]
|
|
|
|
|
|
LARGE_TRANSACTION_BUILDERS = {
|
|
"HOUSE_OR_CAR_EXPENSE": build_house_or_car_samples,
|
|
"TAX_EXPENSE": build_tax_samples,
|
|
"SINGLE_LARGE_INCOME": build_single_large_income_samples,
|
|
"CUMULATIVE_INCOME": build_cumulative_income_samples,
|
|
"ANNUAL_TURNOVER": build_annual_turnover_supporting_samples,
|
|
"LARGE_CASH_DEPOSIT": build_large_cash_deposit_samples,
|
|
"FREQUENT_CASH_DEPOSIT": build_frequent_cash_deposit_samples,
|
|
"LARGE_TRANSFER": build_large_transfer_samples,
|
|
}
|
|
|
|
PHASE1_RULE_BUILDERS = {
|
|
"GAMBLING_SENSITIVE_KEYWORD": build_gambling_sensitive_keyword_samples,
|
|
"SPECIAL_AMOUNT_TRANSACTION": build_special_amount_transaction_samples,
|
|
"SUSPICIOUS_INCOME_KEYWORD": build_suspicious_income_keyword_samples,
|
|
"FOREX_BUY_AMT": build_forex_buy_samples,
|
|
"FOREX_SELL_AMT": build_forex_sell_samples,
|
|
"STOCK_TFR_LARGE": build_stock_transfer_large_samples,
|
|
"LARGE_STOCK_TRADING": build_large_stock_trading_samples,
|
|
"WITHDRAW_CNT": build_withdraw_cnt_samples,
|
|
}
|
|
|
|
PHASE2_STATEMENT_RULE_BUILDERS = {
|
|
"LOW_INCOME_RELATIVE_LARGE_TRANSACTION": build_low_income_relative_large_transaction_samples,
|
|
"MULTI_PARTY_GAMBLING_TRANSFER": build_multi_party_gambling_transfer_samples,
|
|
"MONTHLY_FIXED_INCOME": build_monthly_fixed_income_samples,
|
|
"FIXED_COUNTERPARTY_TRANSFER": build_fixed_counterparty_transfer_samples,
|
|
"SALARY_QUICK_TRANSFER": build_salary_quick_transfer_samples,
|
|
"SALARY_UNUSED": build_salary_unused_samples,
|
|
}
|
|
|
|
ABNORMAL_ACCOUNT_RULE_BUILDERS = {
|
|
"SUDDEN_ACCOUNT_CLOSURE": build_sudden_account_closure_samples,
|
|
"DORMANT_ACCOUNT_LARGE_ACTIVATION": build_dormant_account_large_activation_samples,
|
|
}
|
|
|
|
|
|
def _resolve_abnormal_account_fact(rule_code: str, abnormal_accounts: List[Dict]) -> Optional[Dict]:
|
|
for account_fact in abnormal_accounts:
|
|
if account_fact.get("rule_code") == rule_code:
|
|
return account_fact
|
|
|
|
if rule_code == "SUDDEN_ACCOUNT_CLOSURE":
|
|
return next(
|
|
(
|
|
account_fact
|
|
for account_fact in abnormal_accounts
|
|
if account_fact.get("status") == 2 and account_fact.get("invalid_date")
|
|
),
|
|
None,
|
|
)
|
|
|
|
if rule_code == "DORMANT_ACCOUNT_LARGE_ACTIVATION":
|
|
return next(
|
|
(
|
|
account_fact
|
|
for account_fact in abnormal_accounts
|
|
if account_fact.get("status") == 1 and account_fact.get("effective_date")
|
|
),
|
|
None,
|
|
)
|
|
|
|
return None
|
|
|
|
|
|
def build_seed_statements_for_rule_plan(
|
|
group_id: int,
|
|
log_id: int,
|
|
rule_plan: Dict,
|
|
**kwargs,
|
|
) -> List[Dict]:
|
|
statements: List[Dict] = []
|
|
abnormal_accounts = list(kwargs.get("abnormal_accounts") or [])
|
|
common_kwargs = {key: value for key, value in kwargs.items() if key != "abnormal_accounts"}
|
|
|
|
for rule_code in rule_plan.get("large_transaction_hit_rules", []):
|
|
builder = LARGE_TRANSACTION_BUILDERS.get(rule_code)
|
|
if builder is not None:
|
|
statements.extend(builder(group_id, log_id, **common_kwargs))
|
|
|
|
for rule_code in rule_plan.get("phase1_hit_rules", []):
|
|
builder = PHASE1_RULE_BUILDERS.get(rule_code)
|
|
if builder is not None:
|
|
statements.extend(builder(group_id, log_id, **common_kwargs))
|
|
|
|
for rule_code in rule_plan.get("phase2_statement_hit_rules", []):
|
|
builder = PHASE2_STATEMENT_RULE_BUILDERS.get(rule_code)
|
|
if builder is not None:
|
|
statements.extend(builder(group_id, log_id, **common_kwargs))
|
|
|
|
for rule_code in rule_plan.get("abnormal_account_hit_rules", []):
|
|
builder = ABNORMAL_ACCOUNT_RULE_BUILDERS.get(rule_code)
|
|
account_fact = _resolve_abnormal_account_fact(rule_code, abnormal_accounts)
|
|
if builder is not None and account_fact is not None:
|
|
statements.extend(
|
|
builder(
|
|
group_id,
|
|
log_id,
|
|
account_fact=account_fact,
|
|
le_name=common_kwargs.get("primary_enterprise_name", "模型测试主体"),
|
|
)
|
|
)
|
|
|
|
return statements
|
|
|
|
|
|
def build_large_transaction_seed_statements(
|
|
group_id: int,
|
|
log_id: int,
|
|
primary_enterprise_name: Optional[str] = None,
|
|
primary_account_no: Optional[str] = None,
|
|
staff_id_card: Optional[str] = None,
|
|
family_id_cards: Optional[List[str]] = None,
|
|
) -> List[Dict]:
|
|
return build_seed_statements_for_rule_plan(
|
|
group_id=group_id,
|
|
log_id=log_id,
|
|
rule_plan={
|
|
"large_transaction_hit_rules": list(LARGE_TRANSACTION_BUILDERS.keys()),
|
|
"phase1_hit_rules": [],
|
|
},
|
|
primary_enterprise_name=primary_enterprise_name,
|
|
primary_account_no=primary_account_no,
|
|
staff_id_card=staff_id_card,
|
|
family_id_cards=family_id_cards,
|
|
)
|