feat: 项目经费进度播报助手首版 v1.0.1(track-fund-progress-default)
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511
scripts/service/fund_service.py
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511
scripts/service/fund_service.py
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"""项目经费执行监测与播报内核(唯一业务内核)。
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三步计算(对齐《核心建设内容:各部门"Skill"深度需求规格书》财务处 Skill 002):
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Step 1 执行率计算:实际支出率 = 已报销/已到账;序时进度 = 已过天数/总执行天数
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Step 2 偏差诊断:低于序时进度超 lag_threshold → 严重滞后;高于 overshoot_threshold → 支出异常偏快
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Step 3 提醒与建议:暂付款账龄、结题临近、三段式播报摘要(规则模板,数字全部本地计算,不编造)
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阈值存 alert_rules 表(管理员可调);播报结果写 progress_reports 并生成《经费执行简报》。
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播报仅作提醒,请以财务系统账面为准。
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"""
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from __future__ import annotations
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import json
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import re
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import uuid
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from datetime import date
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from typing import Any, Optional
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from db.connection import get_conn, init_db
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from util.logging_config import get_skill_logger
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from util.timeutil import now_unix
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STATUS_LAG = "严重滞后"
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STATUS_OVERSHOOT = "支出异常偏快"
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STATUS_NORMAL = "正常"
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STATUS_INCOMPLETE = "待补录"
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STATUS_NO_FUND = "未到账"
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_DEFAULT_RULES = {
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"lag_threshold": 0.10,
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"overshoot_threshold": 0.20,
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"pending_aging_days": 90.0,
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"closing_warn_days": 90.0,
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}
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_KEY_ALIASES = {
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"projectNo": ("project_no", "项目编号", "编号"),
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"projectName": ("project_name", "项目名称", "名称"),
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"projectType": ("project_type", "项目类别", "类别"),
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"piName": ("pi_name", "负责人", "pi"),
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"department": ("department", "所属学院", "学院"),
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"totalApproved": ("total_approved", "总立项经费", "立项经费"),
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"totalReceived": ("total_received", "已到账金额", "已到账", "到账金额"),
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"totalSpent": ("total_spent", "已报销金额", "已报销", "报销金额"),
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"frozenAmount": ("frozen_amount", "冻结/暂付款", "暂付款金额", "冻结金额"),
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"frozenSince": ("frozen_since", "暂付款最早发生日", "暂付款日期"),
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"startDate": ("start_date", "执行期开始", "开始日期"),
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"endDate": ("end_date", "执行期结束", "结束日期"),
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"status": ("status", "项目状态", "状态"),
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"remark": ("remark", "备注"),
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}
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_STATUS_RANK = {STATUS_INCOMPLETE: 0, STATUS_NO_FUND: 1, STATUS_NORMAL: 2, STATUS_OVERSHOOT: 3, STATUS_LAG: 4}
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def _log():
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try:
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return get_skill_logger()
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except RuntimeError:
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return None
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def _norm_project(raw: dict[str, Any]) -> dict[str, Any]:
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"""归一化台账键(兼容 camelCase / snake_case / 常见中文键)。"""
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out: dict[str, Any] = {}
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for key, value in raw.items():
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camel = _camel(key)
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if camel in _KEY_ALIASES:
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out.setdefault(camel, value)
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continue
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matched = False
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for canonical, aliases in _KEY_ALIASES.items():
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if key in aliases:
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out.setdefault(canonical, value)
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matched = True
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break
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if not matched:
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out.setdefault(camel, value)
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return out
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def _camel(name: str) -> str:
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parts = re.split(r"[\s_]+", str(name).strip())
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if len(parts) <= 1:
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return str(name)
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head, *rest = parts
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return head + "".join(p[:1].upper() + p[1:] for p in rest)
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def _to_float(value: Any) -> Optional[float]:
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if value is None or value == "":
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return None
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if isinstance(value, (int, float)):
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return float(value)
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text = re.sub(r"[元,,\s]", "", str(value).strip())
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try:
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return float(text)
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except ValueError:
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return None
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def _parse_date(value: Any) -> Optional[date]:
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if value is None or value == "":
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return None
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if isinstance(value, date):
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return value
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text = str(value).strip()
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for pattern in ("%Y-%m-%d", "%Y/%m/%d", "%Y.%m.%d", "%Y年%m月%d日"):
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try:
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from datetime import datetime
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return datetime.strptime(text, pattern).date()
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except ValueError:
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continue
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return None
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def _fmt_date(value: Optional[date]) -> str:
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return value.isoformat() if value else ""
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def _wan(value: Optional[float]) -> str:
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if value is None:
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return "—"
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return f"{value / 10000:.2f} 万元"
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def _pct(value: Optional[float]) -> str:
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return "—" if value is None else f"{value * 100:.1f}%"
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def load_rules() -> dict[str, float]:
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"""读取预警阈值(缺失时回退缺省值)。"""
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rules = dict(_DEFAULT_RULES)
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conn = get_conn()
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try:
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cur = conn.cursor()
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cur.execute("SELECT rule_key, threshold_value FROM alert_rules")
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for rule_key, threshold_value in cur.fetchall():
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try:
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rules[str(rule_key)] = float(threshold_value)
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except (TypeError, ValueError):
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continue
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finally:
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conn.close()
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return rules
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def _item(rule_id: str, name: str, level: str, detail: str, suggestion: str = "") -> dict[str, str]:
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return {"rule_id": rule_id, "name": name, "level": level, "detail": detail, "suggestion": suggestion}
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def _time_progress(start: Optional[date], end: Optional[date], as_of: date) -> Optional[float]:
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if not start or not end or end <= start:
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return None
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if as_of <= start:
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return 0.0
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if as_of >= end:
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return 1.0
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return round((as_of - start).days / (end - start).days, 4)
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def compute_project(project: dict[str, Any], rules: dict[str, float], as_of: date) -> dict[str, Any]:
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"""对单个项目执行三步计算,返回播报结果(不落库)。"""
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items: list[dict[str, str]] = []
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project_no = str(project.get("projectNo") or "").strip() or "未编号"
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project_name = str(project.get("projectName") or "").strip() or project_no
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total_received = _to_float(project.get("totalReceived"))
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total_spent = _to_float(project.get("totalSpent"))
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total_approved = _to_float(project.get("totalApproved"))
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start = _parse_date(project.get("startDate"))
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end = _parse_date(project.get("endDate"))
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# C3 台账完整性
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missing = [
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label
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for key, label in (
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("totalApproved", "总立项经费"),
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("totalReceived", "已到账金额"),
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("totalSpent", "已报销金额"),
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("startDate", "执行期开始"),
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("endDate", "执行期结束"),
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)
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if (
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_to_float(project.get(key)) is None
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if key.startswith("total")
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else project.get(key) in (None, "")
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)
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]
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if missing:
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items.append(
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_item(
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"C3",
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"台账完整性",
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"warn",
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f"以下台账字段缺失:{'、'.join(missing)},本期数字可能失真,请补录。",
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"请在数据管理“项目台账”中补齐后重新播报。",
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)
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)
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# C1 实际支出率
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spend_rate: Optional[float] = None
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if total_received is not None and total_received <= 0:
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items.append(
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_item(
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"C1",
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"实际支出率",
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"warn",
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"经费尚未到账,无法计算执行率。",
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"到账后自动纳入正常播报;如长期未到账请联系财务处核实拨款进度。",
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)
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)
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elif total_received is not None and total_spent is not None:
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spend_rate = round(total_spent / total_received, 4)
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# C2 序时进度
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time_progress = _time_progress(start, end, as_of)
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if time_progress is None:
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items.append(
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_item(
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"C2",
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"序时进度",
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"warn",
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"执行期起止缺失或无效,无法计算序时进度。",
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"请在项目台账补录执行期起止日期。",
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)
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)
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# D1/D2/D3 偏差诊断
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status_tag = STATUS_NORMAL
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deviation: Optional[float] = None
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if spend_rate is not None and time_progress is not None:
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deviation = round(spend_rate - time_progress, 4)
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lag = float(rules.get("lag_threshold", _DEFAULT_RULES["lag_threshold"]))
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overshoot = float(rules.get("overshoot_threshold", _DEFAULT_RULES["overshoot_threshold"]))
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if deviation < -lag:
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status_tag = STATUS_LAG
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items.append(
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_item(
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"D1",
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"严重滞后",
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"alert",
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f"实际支出率 {_pct(spend_rate)} 低于序时进度 {_pct(time_progress)} 超过 {_pct(lag)},偏差 {_pct(deviation)}。",
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"请对照研究计划排查滞后原因;如确需调整,请尽早与财务处沟通预算调剂或申请延期。",
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)
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)
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elif deviation > overshoot:
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status_tag = STATUS_OVERSHOOT
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items.append(
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_item(
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"D2",
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"支出异常偏快",
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"warn",
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f"实际支出率 {_pct(spend_rate)} 高于序时进度 {_pct(time_progress)} 超过 {_pct(overshoot)},偏差 +{_pct(deviation)},存在年底经费不足风险。",
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"请合理安排后续支出节奏,避免年底突击花钱或经费提前耗尽。",
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)
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)
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else:
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status_tag = STATUS_NORMAL
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items.append(
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_item(
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"D3",
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"执行正常",
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"pass",
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f"实际支出率 {_pct(spend_rate)} 与序时进度 {_pct(time_progress)} 基本匹配(偏差 {_pct(deviation)})。",
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"",
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)
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)
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# N1 暂付款账龄
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frozen_amount = _to_float(project.get("frozenAmount"))
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frozen_since = _parse_date(project.get("frozenSince"))
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if frozen_amount is not None and frozen_amount > 0:
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aging_days = (as_of - frozen_since).days if frozen_since else None
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pending_days = float(rules.get("pending_aging_days", _DEFAULT_RULES["pending_aging_days"]))
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if aging_days is None:
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items.append(
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_item(
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"N1",
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"暂付款冲销提醒",
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"info",
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f"项目有暂付款 {_wan(frozen_amount)},但台账未登记最早发生日,无法计算账龄。",
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"请补录暂付款发生日期,以便跟踪冲销时限。",
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)
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)
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elif aging_days > pending_days:
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items.append(
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_item(
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"N1",
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"暂付款冲销提醒",
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"info",
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f"暂付款 {_wan(frozen_amount)} 最早发生于 {frozen_since.isoformat()},账龄已 {aging_days} 天(超 {pending_days:.0f} 天)。",
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"请及时办理暂付款冲销或核销手续。",
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)
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)
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# N2 结题临近
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if end:
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days_left = (end - as_of).days
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closing_days = float(rules.get("closing_warn_days", _DEFAULT_RULES["closing_warn_days"]))
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if days_left < 0:
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items.append(
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_item(
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"N2",
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"结题决算提醒",
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"info",
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f"项目执行期已于 {end.isoformat()} 结束。",
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"请尽快完成支出归集与结题决算。",
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)
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)
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elif days_left <= closing_days and (spend_rate is None or spend_rate < 0.8):
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rate_text = _pct(spend_rate) if spend_rate is not None else "暂无支出率"
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items.append(
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_item(
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"N2",
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"结题临近提醒",
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"info",
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f"距执行期结束({end.isoformat()})仅剩 {days_left} 天,当前支出率 {rate_text}。",
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"请尽快完成剩余科目报销,避免结题时经费大量沉淀。",
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)
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)
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# 状态修正:无法计算时归为未到账/待补录
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if spend_rate is None and status_tag == STATUS_NORMAL:
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has_no_fund = any(i["rule_id"] == "C1" for i in items)
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status_tag = STATUS_NO_FUND if has_no_fund else STATUS_INCOMPLETE
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suggestions = [i["suggestion"] for i in items if i.get("suggestion")]
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summary = _build_summary(project_no, project_name, total_approved, total_received, total_spent, as_of, spend_rate, time_progress, status_tag, items)
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return {
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"project_no": project_no,
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"project_name": project_name,
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"pi_name": str(project.get("piName") or "").strip(),
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"department": str(project.get("department") or "").strip(),
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"project_type": str(project.get("projectType") or "").strip(),
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"total_approved": total_approved,
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"total_received": total_received,
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"total_spent": total_spent,
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"frozen_amount": frozen_amount,
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"frozen_since": _fmt_date(frozen_since),
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"start_date": _fmt_date(start),
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"end_date": _fmt_date(end),
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"as_of": as_of.isoformat(),
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"spend_rate": spend_rate,
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"time_progress": time_progress,
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"deviation": deviation,
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"status_tag": status_tag,
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"items": items,
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"suggestions": suggestions,
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"summary": summary,
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}
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def _join_sentences(segments: list[str]) -> str:
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"""拼接句子:去掉各段尾部句号,统一以“;”分隔并以“。”结尾。"""
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cleaned = [s.strip().rstrip("。").strip() for s in segments if s and s.strip()]
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return ";".join(cleaned) + "。" if cleaned else ""
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def _build_summary(
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project_no: str,
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project_name: str,
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total_approved: Optional[float],
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total_received: Optional[float],
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total_spent: Optional[float],
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as_of: date,
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spend_rate: Optional[float],
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time_progress: Optional[float],
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status_tag: str,
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items: list[dict[str, str]],
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) -> str:
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"""三段式播报摘要(模板注入,数字全部来自计算)。"""
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part1 = (
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f"您负责的《{project_name}》({project_no}):总立项经费 {_wan(total_approved)},"
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f"已到账 {_wan(total_received)},已报销 {_wan(total_spent)},"
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f"截至 {as_of.isoformat()} 实际支出率 {_pct(spend_rate)},序时进度 {_pct(time_progress)},"
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f"执行状态{status_tag}。"
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)
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diagnostics = [i for i in items if i["rule_id"] in ("D1", "D2", "D3", "N1", "N2", "C1", "C3")]
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if diagnostics:
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part2 = "诊断:" + _join_sentences([i["detail"] for i in diagnostics])
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else:
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part2 = "诊断:暂无特别事项。"
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suggestions = [i["suggestion"] for i in items if i.get("suggestion")]
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if suggestions:
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part3 = "建议:" + _join_sentences(suggestions[:3])
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else:
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part3 = "建议:按研究计划均衡安排支出,保持执行进度与时间进度匹配。"
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||||
return f"{part1}\n{part2}\n{part3}"
|
||||
|
||||
|
||||
def _validate_projects(projects: list[dict[str, Any]]) -> None:
|
||||
if not projects:
|
||||
raise ValueError("项目台账为空:请先录入项目(add-project / import-projects)")
|
||||
if len(projects) > 500:
|
||||
raise ValueError(f"单次播报项目数过多({len(projects)} 个),上限 500 个")
|
||||
for idx, project in enumerate(projects):
|
||||
if not isinstance(project, dict):
|
||||
raise ValueError(f"第 {idx + 1} 个项目不是 JSON 对象")
|
||||
|
||||
|
||||
def _write_report(result: dict[str, Any], batch_no: str) -> str:
|
||||
from service.report_service import write_report_for_kernel
|
||||
|
||||
return write_report_for_kernel(result=result, batch_no=batch_no)
|
||||
|
||||
|
||||
def run_broadcast(projects_raw: list[dict[str, Any]], as_of: date, *, batch_no: str = "") -> dict[str, Any]:
|
||||
"""播报内核:逐项目三步计算 → 写库 → 生成《经费执行简报》。"""
|
||||
from service.report_service import build_monthly_brief
|
||||
|
||||
log = _log()
|
||||
init_db()
|
||||
projects = [_norm_project(p) for p in projects_raw]
|
||||
_validate_projects(projects)
|
||||
|
||||
batch_no = batch_no or now_unix().to_bytes(5, "big").hex() + uuid.uuid4().hex[:6]
|
||||
rules = load_rules()
|
||||
|
||||
if log:
|
||||
log.info("broadcast_kernel_start batch_no=%s count=%s as_of=%s stage=kernel", batch_no, len(projects), as_of.isoformat())
|
||||
|
||||
results = []
|
||||
conn = get_conn()
|
||||
try:
|
||||
cur = conn.cursor()
|
||||
for project in projects:
|
||||
result = compute_project(project, rules, as_of)
|
||||
cur.execute(
|
||||
"""
|
||||
INSERT INTO progress_reports
|
||||
(batch_no, project_no, project_name, pi_name, as_of, spend_rate,
|
||||
time_progress, deviation, status_tag, summary, suggestions_json)
|
||||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
|
||||
""",
|
||||
(
|
||||
batch_no,
|
||||
result["project_no"],
|
||||
result["project_name"],
|
||||
result["pi_name"],
|
||||
result["as_of"],
|
||||
result["spend_rate"],
|
||||
result["time_progress"],
|
||||
result["deviation"],
|
||||
result["status_tag"],
|
||||
result["summary"],
|
||||
json.dumps(result["suggestions"], ensure_ascii=False),
|
||||
),
|
||||
)
|
||||
report_id = int(cur.lastrowid)
|
||||
result["report_id"] = report_id
|
||||
result["batch_no"] = batch_no
|
||||
report_file = _write_report(result, batch_no)
|
||||
cur.execute("UPDATE progress_reports SET report_file = ? WHERE id = ?", (report_file, report_id))
|
||||
result["report_file"] = report_file
|
||||
results.append(result)
|
||||
conn.commit()
|
||||
finally:
|
||||
conn.close()
|
||||
|
||||
counts: dict[str, int] = {}
|
||||
for result in results:
|
||||
counts[result["status_tag"]] = counts.get(result["status_tag"], 0) + 1
|
||||
brief_file = build_monthly_brief(batch_no=batch_no, results=results, as_of=as_of)
|
||||
|
||||
payload = {
|
||||
"ok": True,
|
||||
"batch_no": batch_no,
|
||||
"as_of": as_of.isoformat(),
|
||||
"count": len(results),
|
||||
"status_counts": counts,
|
||||
"brief_file": brief_file,
|
||||
"disclaimer": "播报仅作提醒,金额与执行进度请以财务系统账面为准。",
|
||||
"reports": results,
|
||||
}
|
||||
if log:
|
||||
log.info(
|
||||
"broadcast_kernel_done batch_no=%s count=%s lag=%s overshoot=%s stage=kernel",
|
||||
batch_no,
|
||||
len(results),
|
||||
counts.get(STATUS_LAG, 0),
|
||||
counts.get(STATUS_OVERSHOOT, 0),
|
||||
)
|
||||
return payload
|
||||
|
||||
|
||||
def query_projects(project_no: str = "", pi_name: str = "", include_all_status: bool = False) -> list[dict[str, Any]]:
|
||||
"""从台账取待播报项目(缺省全部在研;可按项目编号/负责人筛选)。"""
|
||||
conn = get_conn()
|
||||
try:
|
||||
cur = conn.cursor()
|
||||
sql = "SELECT * FROM fund_projects WHERE 1=1"
|
||||
params: list[Any] = []
|
||||
if not include_all_status:
|
||||
sql += " AND status = '在研'"
|
||||
if project_no:
|
||||
sql += " AND project_no = ?"
|
||||
params.append(project_no)
|
||||
if pi_name:
|
||||
sql += " AND pi_name LIKE ?"
|
||||
params.append(f"%{pi_name}%")
|
||||
sql += " ORDER BY id"
|
||||
cur.execute(sql, params)
|
||||
columns = [d[0] for d in cur.description]
|
||||
rows = [dict(zip(columns, row)) for row in cur.fetchall()]
|
||||
finally:
|
||||
conn.close()
|
||||
return rows
|
||||
Reference in New Issue
Block a user