Author SHA1 Message Date
Jayway Liu cd07ba1887 docs: 使用文档与未实现功能/测试指南
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- user-guide.html:面向使用者的完整操作说明(含 AI 模型配置)
- gaps-and-testing.html:未实现功能清单、F01-F08 状态、发布门禁与
  分层测试方法、验收矩阵、当前基线
- README 加入口链接
2026-10-11 09:45:22 +08:00
Jayway Liu adce23bbd9 feat(analysis): 网页汇总表自定义列
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- analyze 支持 custom_columns:白名单表达式树由服务端 Decimal 求值,
  自定义列进入汇总、分组行与明细(缺失保持不可用,不转零)
- 新增「选择网页自定义列」弹窗:从定义库(含共享)多选最多 10 列,
  应用后进入主分析表格与热力图;公式工作簿可一键导出网页已选列
- 请求去重纳入自定义列;Playwright 覆盖选择后显示与数值断言
2026-10-11 09:45:22 +08:00
Jayway Liu 509b406254 fix(formula): 导出文件安全、清理回收、撤权校验与定义库可靠性(F01/F02/F05-F08)
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- F01: _safe_unlink_export 不跟随符号链接、逐层校验父目录,导出失败路径与
  清理命令统一使用,只清理受控目录内本次创建的文件
- F02: 清理失败记录告警日志;清理命令回收 failed 任务残留文件
- F05: 定义保存事务内锁数据集行,配额原子检查;revision 冲突返回 409;
  保留最近 20 版历史;支持个人/团队共享;审计与变更同事务
- F06: 工作簿参数页毛利率改为只读快照;可编辑单元格解锁并加数值校验
- F07: 对账按指标分容差(人数 0、比率 0.0001、金额 0.01);自定义列使用
  服务端 Decimal 表达式求值参考
- F08: 导出任务执行/下载阶段重校验账号有效性与角色
- 对话草稿会话恢复;载入定义后追问携带原定义(F04);下载改浏览器直传
- 迁移 0006-0008;PostgreSQL 咨询锁语义修正(import_worker)
2026-10-11 09:43:27 +08:00
Jayway Liu 494490f6e6 fix(display): 证据金额去尾零与界面显示修复
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- 证据接口与 CSV/XLSX 导出去掉 NUMERIC(44,24) 存储尺度尾零(无损精度)
- KPI 大金额折行截断:字号收紧 + nowrap + 省略号兜底
- 贡献分解/走势图表轴标签重叠与 Y 轴裁剪:hideOverlap + 万/亿缩写
- 表格隐藏全不可用指标列,空态改为条件渲染(修复空表覆盖层残留)
- 数据质量与字段字典/导入确认的中文标签映射(不再暴露内部键名)
- 证据弹窗重复点击当前期间停在加载中(F03);证据表格最小宽度
- Playwright 覆盖 F03 重复点击与期间切换场景
2026-10-11 09:41:31 +08:00
Jayway Liu dd8912f7ae feat(ai): 页面可配置云端或本地 OpenAI 兼容模型
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- 新增 AIConfig 模型(每组织一份,迁移 0005)与 /api/ai-config、
  /api/ai-models 接口;密钥只存后端、读取脱敏、修改记审计
- 支持 OpenAI 及本地 OpenAI 兼容服务(Ollama/LM Studio/vLLM),
  可从 /v1/models 一键获取模型列表多选一;数据库配置优先于环境变量
- 助手调用走生效配置,Copilot 文案同步更新
- 全权限管理员可在「管理 → AI 模型」配置;补接口级测试
2026-10-11 09:37:05 +08:00
Jayway Liu 05f2ee416e fix(dev): dev_up 以数据库为准幂等初始化管理员
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此前凭据文件存在但数据库重建时会跳过 init_local.py,导致本地无
admin 无法登录;改为每次启动都执行(脚本本身按数据库幂等)。
2026-09-26 20:45:22 +08:00
Jayway Liu 5e1437679b fix(ci): npm audit / pip-audit 网络抖动重试三次
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runner 到 registry.npmjs.org 的 TLS 连接偶发被断(audit endpoint returned an
error),上一轮测试全绿仍被 audit 步骤标红;改为最多重试 3 次、间隔 15 秒。
真实漏洞是确定性的,重试后依然失败,不会漏报
2026-09-26 16:30:39 +08:00
Jayway Liu fa047ed3ee fix(ci): upload-artifact 在 Gitea 上不支持,改为 continue-on-error
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Gitea 对 actions/upload-artifact@v4 报 GHESNotSupportedError(v4 artifact 协议
为 GitHub 专有),此前测试全绿仍被该步骤标红;上传失败不再影响 CI 结论,
浏览器产物在 Gitea 上暂不可下载,迁到 GitHub 托管时该步骤自动生效
2026-09-26 16:26:12 +08:00
Jayway Liu f9f9ad751d test(worker): 适配 PostgreSQL 咨询锁下的立即重认领语义
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PG 上 worker 持咨询锁会立即重认领 processing 任务,第二次 --once 被导入任务
抢占导致导出断言失败(该测试此前从未在 PG 上真正运行过)。第一次调用后把导入
任务置为 ready 模拟完成,两种后端行为一致
2026-09-26 16:19:02 +08:00
Jayway Liu e90e37b77e fix(ci): 工作流移入 .gitea/workflows,恢复 Gitea 调度
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新增 .gitea/workflows/ai-review.yml 后,本实例只再调度 .gitea/workflows 下的
工作流,.github/workflows/ci.yml 自 a3d91ad 起不再被检测(workflows API 仅剩
ai-review.yml,两次 push 均未产生 run)。将 ci.yml 移至 .gitea/workflows/ 并
同步 README 引用与说明
2026-09-26 16:12:57 +08:00
Jayway Liu e337d9c989 ci: 重新触发 verify(上次 push 事件疑似丢失) 2026-09-26 16:08:56 +08:00
Jayway Liu 35789379ab fix(ci): Gitea runner 下 PostgreSQL 服务容器主机名用服务名而非 localhost
act_runner 的 job 运行在容器内,与服务容器同处 gitea_gitea 网络,
localhost:5432 在 job 容器里无监听导致此前 8 次 verify 全部失败;
改用服务名 postgres 解析,并注释说明防止改回
2026-09-26 16:06:16 +08:00
Jayway Liu a3d91ad17f ci: 接入 vertai-tech/ai-review-engine 对抗式 AI PR 审查
- .gitea/workflows/ai-review.yml 原样拷贝引擎模板(含 pr_number 经 env 传参的
  注入防护),引擎钉 v1 移动标签,通过 REVIEW_ENGINE_TOKEN 只读 PAT 拉取
- .gitea/ai-review.md 按本仓库技术栈写审查侧重:金额精度(Decimal/NUMERIC)、
  缺失值语义与对账容差、文件路径符号链接安全、endpoint 角色与 worker 撤权核验、
  事务并发与 revision、Excel 公式注入与长度上限、前端异步状态、测试真实性
- 仓库级 Actions 配置(Gitea 设置,不在本提交内):REVIEW_ENGINE_TOKEN secret、
  REVIEW_BASE_URL/MODEL/PUBLIC_URL/PRICES、FIX_MODEL/FIX_MODEL2/FIX_PLAN_MODEL/
  FIX_PLAN_THINKING,以及新仓库推荐起点 REVIEW_FIX_SUGGEST_ONLY=1(只给改法)
2026-09-26 15:22:08 +08:00
Jayway Liu 0739bcc4fb feat(dev): scripts/dev_up.sh 一键启动本地后端与页面测试
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- 迁移 → 管理员初始化 → 前端构建 → API+worker 后台启动 → 健康检查 → 自动打开页面
- 支持 --stop 停止、--no-open 跳过打开浏览器;端口已在服务时直接复用
- 未设 DATABASE_URL 时使用 SQLite 轻量库并给出验收提示
- 修复 bash 3.2(macOS 自带)将紧贴 $VAR 的多字节字符并入变量名的问题:
  全角括号内的变量一律用 ${VAR} 显式界定
- README 本地运行章节补充快速启动说明
2026-09-26 07:32:27 +08:00
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AI_ENABLED=0
OPENAI_API_KEY=
OPENAI_MODEL=
OPENAI_BASE_URL=https://api.openai.com/v1
VITE_AG_GRID_LICENSE_KEY=
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# fa-agent (TraceIQ 财务分析) review profile
## Stack and verification
- Django 5.2 后端(PostgreSQL 生产 / SQLite 仅开发),金额一律 `NUMERIC(44,24)` + Python `Decimal`(精度 60);JSON 中金额为字符串。
- React 19 + TypeScript + Vite 前端(AG Grid、ECharts),`npm run build` 含 `tsc --noEmit`。
- openpyxl 流式生成公式工作簿(SUMIFS/COUNTIFS),公式正确性靠 LibreOffice 无头重算验证。
- pytest(`--cov-fail-under=85`)+ Playwright E2E;CI 在 PostgreSQL 17 服务容器上跑全量。
- 验证命令:`uv run pytest`、`uv run ruff check server finance tests scripts`、`npm run typecheck`、`python manage.py makemigrations --check`。
## Review priorities
1. **金额精度**:财务计算、持久化、Excel 公式生成路径上出现 `float()`、`round()`、Decimal 与 float 混算、或金额以数字(非字符串)进 JSON,必须报。浏览器 `Number` 只允许用于绘图与显示。
2. **缺失值语义**:成本/毛利/人数等依赖字段缺失时必须传播为不可用(服务端 `None`、Excel `#N/A`),不得静默转 0 或跳过;比率分母为零/非正同样不可用。对账容差按指标类型独立(人数严格相等、金额 0.01、比率 0.0001),不得为消除报错统一放宽容差。
3. **文件与路径安全**:清理/下载/回收文件前必须 `lstat` 校验且拒绝符号链接(目录用 `O_NOFOLLOW` 打开),只删除本次任务在受控目录内创建的文件;清理失败要留日志与可追踪状态,不得静默吞掉 `OSError`。
4. **越权与生命周期**:每个 endpoint 必须声明 roles 白名单;worker 执行阶段要重新核验角色、`is_active`、组织与科室范围(不能只信创建时的检查);卡死任务要有超时恢复,且恢复不得与活跃 worker 抢任务。
5. **事务与并发**:配额/唯一性检查必须在事务内并锁定稳定的所属行(如 Membership),审计与业务变更同事务提交;乐观并发用 revision + 409,不得静默后写覆盖。
6. **Excel 公式注入与上限**:不可信文本写入单元格必须强制文本类型;CSV/公式中 `= + - @` 开头加 `'` 前缀;SUMIFS/COUNTIFS criteria 必须转义 `~ * ? "` 并检查 255 字符上限、公式 8192 字符上限。
7. **前端异步状态**:useEffect 依赖未变时不得清空已加载数据(同状态重复点击不能停在“加载中”);并发请求要有过期响应丢弃(active flag/AbortController);失败路径要有可见错误与重试。
8. **测试真实性**:行为修复必须带“修复前失败、修复后通过”的回归测试;环境门禁(LibreOffice、PostgreSQL 并发、真实 AI)必须显式 skip 并注明原因,不得用 mock 通过冒充真实验收。
## Avoid reporting
- 纯格式与风格问题(ruff / prettier 已在 CI 把关)。
- 改动行为已被等价集成测试或 E2E 覆盖时,仅因缺少同名单测而报缺测试。
- 没有具体并发路径的假想竞态(SQLite 单写者语义下的理论交错不算,除非改动显式依赖 PostgreSQL 行为)。
- 对 `docs/` 报告类 HTML/Markdown 的措辞与结构建议——它们记录的是验收状态,不是产品代码。
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name: AI Review
# 对抗式 PR 审查:先一遍找出候选缺陷,再对每一条派一个反驳者去证伪它,只有
# 活下来的才会发到 PR 上。这个不对称是刻意的——AI 审查员死于误报远早于死于漏
# 报,所以反驳阶段默认站在"这是误报"一边,"什么都没发现"是可接受的结果。
#
# 引擎不在本仓库,在 vertai-tech/ai-review-engine。本文件只负责把三样东西摆到
# 位再调它:被审查的代码、本仓库的审查侧重、引擎本身。
#
# 接入一个仓库需要(各一次):
# 1. 引擎仓库的 templates/ai-review.yml -> 本仓库 .gitea/workflows/ai-review.yml
# 2. 引擎仓库的 templates/ai-review.md -> 本仓库 .gitea/ai-review.md,按本仓库
# 的技术栈改写
# 3. 下面这些组织级机密 / 变量(组织设置 → Actions)配好之后,新仓库就不用再
# 单独配任何东西:
# secret REVIEW_API_KEY 模型网关的 key
# secret REVIEW_ENGINE_TOKEN 只读 PAT,用于拉私有的引擎仓库
# variable REVIEW_BASE_URL 任意 OpenAI 格式的根地址
# variable REVIEW_MODEL 支持 function calling 的模型
#
# 自动修复默认是关的。要开,在**本仓库**的 设置 → Actions → 变量 里加一个(这两条
# 都不要配到组织级,那样等于给所有仓库都开了),并在组织级配一次
# REVIEW_FIX_MODEL:
# REVIEW_AUTOFIX=1 改代码、提交、推回 PR 分支
# REVIEW_FIX_SUGGEST_ONLY=1 只把改法写进评论,一个字节都不落盘
# 两个都配的时候,不动仓库的那个赢。fork 来的 PR 推不回去,apply 会自动降级成
# 只给改法。
#
# 默认只修一轮:修完推一个 commit,那次推送起的下一轮只审不改。要"一直修到没
# 意见",把仓库变量 REVIEW_FIX_ROUNDS 调大——它数的是这个分支已经被自动修过几
# 轮,轮次写在提交消息里。
#
# 改法本身是两步定出来的:一个模型决定这条该不该由机器改、以及改完长什么样,另一
# 个模型把它落成逐字命中的替换。想让这两步用不同的模型,就再配一个组织级的
# REVIEW_FIX_PLAN_MODEL——判断那步值得用贵的,抄写那步不值得。不配也照样分两步,
# 只是两步都用 REVIEW_FIX_MODEL。
#
# 成本由模型决定而不是由这个设计决定:同一个 PR 在便宜模型上是几分钱,在旗舰
# 模型上是几美元。换模型前先看一眼那家的每 token 价格。
# 换了模型记得同步组织变量 REVIEW_PRICES,缺单价的那轮评论不报金额。
#
# 只发 COMMENT 类型的 review,从不 approve,也从不 request changes。所有发现集中
# 在一条评论里按 1、2、3 编号,不再逐条钉成行内评论。
on:
pull_request:
# 没有 ready_for_review:Gitea Actions 不实现这个活动类型(它支持的是
# opened / edited / closed / reopened / assigned / unassigned /
# synchronize / labeled / unlabeled / milestoned / demilestoned /
# review_requested / review_request_removed)。写上去只会让人以为有这个
# 覆盖,实际没有。
#
# 留下的缺口:草稿 PR 会被下面的 draft == false 挡掉,所以"取消草稿但不再
# 推代码"不会触发任何东西。再推一次,或者用下面的 workflow_dispatch 手动
# 指定 PR 号——那条路就是为这个场景留的。
#
# 用 edited 能覆盖取消草稿,但它同时会在每次改标题、改描述时触发,而每一
# 次都是一整轮 find + refute 的钱。为一个"再推一次就解决"的场景不值。
types: [opened, synchronize, reopened]
workflow_dispatch:
inputs:
pr_number:
description: "PR number to review"
required: true
type: string
# 连着推两次的 PR 只该被审一次——取消在飞的那轮,而不是花钱买一份关于旧代码
# 的报告。
concurrency:
group: ai-review-${{ github.event.pull_request.number || inputs.pr_number }}
cancel-in-progress: true
jobs:
review:
# 草稿按定义就是没写完的东西;手动 dispatch 是明确的请求,所以绕过这条。
# vars 那两个条件意味着本文件在网关配好之前合入也是安全的——job 直接跳过。
if: >-
(github.event_name == 'workflow_dispatch' || github.event.pull_request.draft == false)
&& vars.REVIEW_BASE_URL != ''
&& vars.REVIEW_MODEL != ''
runs-on: ubuntu-latest
# 不设的话是 Gitea 默认的 6 小时,而下面的 continue-on-error 帮不上忙——它
# 兜的是失败,不是挂起——于是一次卡在不返回的 API 调用上的审查会一直占着
# runner,PR 的 check 一下午都是 pending。fantap-server 真踩过这个。
#
# 60 分钟是照实测定的:一次阶段一实测 710 秒、29k 输出 token(其中 28.7k
# 是推理),阶段二还要在这之上再加最多八条反驳,开了自动修复的话阶段三再加
# 最多八条的规划加执行。阶段三从每条一次调用变成每条两次(执行没对上文件还
# 会重试)之后,原来的 45 分钟只在八条全中时才不够,但不够的表现是卡在超时
# 上而不是干净报错,所以往上留一档。上面 concurrency 的 cancel-in-progress
# 负责拦住堆积。
timeout-minutes: 60
permissions:
# write 只有 REVIEW_AUTOFIX 那个模式才用得上——它要把改动推回 PR 分支。
# 没开自动修复、或者只开了 REVIEW_FIX_SUGGEST_ONLY 的仓库,把这一行改回
# read 就是了:只给改法的模式一个字节都不落盘,不需要写权限。留着 write
# 也没事,引擎只在 apply 模式下才提交任何东西。
contents: write
pull-requests: write
steps:
# 一、被审查的代码。反驳阶段要读 PR head 上的整份文件,所以检出 head,
# 不是 merge commit。
- uses: actions/checkout@v4
with:
ref: ${{ github.event.pull_request.head.sha || format('refs/pull/{0}/head', inputs.pr_number) }}
# 二、本仓库的审查侧重(.gitea/ai-review.md),取默认分支的那一份,不取
# PR 分支的——否则一个 PR 可以先改掉审查重点,再让改过的重点来审自己。
# || 'main' 是给 Gitea 兜底:它的 workflow_dispatch 载荷不总是带
# github.event.repository。
- uses: actions/checkout@v4
with:
ref: ${{ github.event.repository.default_branch || 'main' }}
sparse-checkout: .gitea
path: .review-profile
# 三、引擎。跟着 v1 这个移动标签走:引擎修了 bug 移一次标签,所有接入的
# 仓库同时生效。某个仓库被新版引擎坑到时,把这里单独钉到具体 commit 就能
# 脱身,不用回滚全局。
#
# 引擎仓库是私有的,Gitea 的 GITHUB_TOKEN 只对本仓库有效,拉不动它,所以
# 要一个组织级的只读 PAT。continue-on-error 在这里是必要的:PAT 没配或者
# 过期时,这一步失败不该把别人的 PR 弄红——下面那步会说明情况然后干净退出。
- uses: actions/checkout@v4
continue-on-error: true
with:
repository: vertai-tech/ai-review-engine
ref: v1
path: .review-engine
token: ${{ secrets.REVIEW_ENGINE_TOKEN }}
- name: Adversarial review
# 设计上就是建议性的:引擎自己的错误已经会干净退出,这里兜的是剩下的
# (进程被杀、脚本没看见的 curl 失败)。审查机器人不该让人的 PR 变红。
continue-on-error: true
# 比 job 的预算小一档,这样超时是记在这一步上,而不是整个 job 被砍——
# 后者在界面上看不出是谁超的时。引擎内部 curl 的 max-time 比这再小一档
# (1200s),所以正常顺序是那一层带着响应体和日志先报错,而不是这一层
# 无声地杀掉进程。
timeout-minutes: 55
env:
REVIEW_API_KEY: ${{ secrets.REVIEW_API_KEY }}
REVIEW_BASE_URL: ${{ vars.REVIEW_BASE_URL }}
REVIEW_MODEL: ${{ vars.REVIEW_MODEL }}
# 可选,组织级变量。网关不在响应里报金额时(sub2api 就不报),评论按这张
# 单价表算金额;不配就只报 token。格式见引擎 README「每轮花了多少」。
REVIEW_PRICES: ${{ vars.REVIEW_PRICES }}
# 上游报过载 / 限流时每次重试前等几秒。不配就是 10,30,60,写 0 关掉。
REVIEW_BUSY_RETRY_WAITS: ${{ vars.REVIEW_BUSY_RETRY_WAITS }}
# 评论里行号链接用的站点地址,如 https://git.sciark.cn。runner 在容器里访问
# Gitea 时,API 返回的 html_url 和 GITHUB_SERVER_URL 都可能是容器内地址,
# 不配这个链接就打不开。组织级配一次。
REVIEW_PUBLIC_URL: ${{ vars.REVIEW_PUBLIC_URL }}
# PR 号和仓库名经 env 进脚本,不直接拼进 run:手动 dispatch 的 pr_number
# 是任意字符串,表达式在 shell 解析之前就被展开,带引号就能注入命令。
PR_NUMBER: ${{ github.event.pull_request.number || inputs.pr_number }}
REVIEW_REPO: ${{ github.repository }}
# 引擎的 Gitea REST helper 读这个。GITHUB_API_URL 由 act_runner 导出,
# 已经指向 <instance>/api/v1。
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
# 自动修复。REVIEW_AUTOFIX 没配或不是 1 的话,下面几个都没有意义。
REVIEW_AUTOFIX: ${{ vars.REVIEW_AUTOFIX }}
REVIEW_FIX_SUGGEST_ONLY: ${{ vars.REVIEW_FIX_SUGGEST_ONLY }}
REVIEW_FIX_MODEL: ${{ vars.REVIEW_FIX_MODEL }}
# 一个分支最多自动修复几轮。不配就是 1:修一次,下一轮只审,跟从前
# 一样。配大了才是"一直修到没意见",代价是往作者分支上推更多 commit、
# 一个 PR 烧更多轮的钱。硬上限在引擎里。
REVIEW_FIX_ROUNDS: ${{ vars.REVIEW_FIX_ROUNDS }}
# 规划用哪个模型。这不是开关——不配也照样先规划再执行,只是两步同一个
# 模型。配了才是"贵的判断、便宜的抄写"那种分工。
REVIEW_FIX_PLAN_MODEL: ${{ vars.REVIEW_FIX_PLAN_MODEL }}
# 只有当写修复的模型不在审查那个网关上时,才需要这两个。
REVIEW_FIX_BASE_URL: ${{ vars.REVIEW_FIX_BASE_URL }}
REVIEW_FIX_API_KEY: ${{ secrets.REVIEW_FIX_API_KEY }}
# 同上,只有当规划的模型连修复那个网关都不在时才需要。
REVIEW_FIX_PLAN_BASE_URL: ${{ vars.REVIEW_FIX_PLAN_BASE_URL }}
REVIEW_FIX_PLAN_API_KEY: ${{ secrets.REVIEW_FIX_PLAN_API_KEY }}
# 规划的思考强度。不配就是模型默认;写 high 之类的词按 reasoning_effort
# 发,写 JSON 对象就原样并进请求。各家写法见引擎 README。
REVIEW_FIX_PLAN_THINKING: ${{ vars.REVIEW_FIX_PLAN_THINKING }}
# 对照用的第二个执行模型。只在直接改的模式下跑,改动不落盘,只和
# REVIEW_FIX_MODEL 的改动一起贴进评论,方便比较哪个模型抄得好。
REVIEW_FIX_MODEL2: ${{ vars.REVIEW_FIX_MODEL2 }}
REVIEW_FIX_MODEL2_BASE_URL: ${{ vars.REVIEW_FIX_MODEL2_BASE_URL }}
REVIEW_FIX_MODEL2_API_KEY: ${{ secrets.REVIEW_FIX_MODEL2_API_KEY }}
# 只有当上面那个自动 token 推不动分支时,才需要这个写权限 PAT。
REVIEW_FIX_TOKEN: ${{ secrets.REVIEW_FIX_TOKEN }}
run: |
ENGINE=.review-engine/scripts/ai_review.py
if [ ! -f "$ENGINE" ]; then
# 拉引擎那步失败了。说清楚原因,否则这里的沉默会被读成"没发现问题"。
echo "::warning::引擎没拉下来(多半是组织级 secret REVIEW_ENGINE_TOKEN 没配或已过期),本轮未审查。"
exit 0
fi
case "$PR_NUMBER" in
''|*[!0-9]*)
echo "::warning::PR 号必须是数字,收到的是:$PR_NUMBER。本轮未审查。"
exit 0 ;;
esac
python3 "$ENGINE" --repo "$REVIEW_REPO" --pr "$PR_NUMBER"
@@ -16,7 +16,9 @@ jobs:
--health-cmd pg_isready --health-interval 5s
--health-timeout 5s --health-retries 10
env:
DATABASE_URL: postgresql://postgres:ci-only-password@localhost:5432/traceiq
# Gitea act_runner 的 job 跑在容器里,与服务容器同网络:主机名必须用服务名
# postgres(GitHub 托管 runner 的 localhost 语义在这里连不通,勿改回)。
DATABASE_URL: postgresql://postgres:ci-only-password@postgres:5432/traceiq
E2E_PASSWORD: CI-Test-Only-SecurePassword882!
PYTHONPATH: .
steps:
@@ -35,8 +37,24 @@ jobs:
- run: uv run python manage.py makemigrations --check --dry-run
- run: uv run pytest --cov=finance --cov-report=term-missing --cov-fail-under=85
- run: npm run build
- run: npm audit --omit=dev --registry=https://registry.npmjs.org
- run: uv run pip-audit
# 审计端点在 runner 网络下偶发 TLS 断开(npm error audit endpoint returned
# an error),重试区分网络抖动与真实漏洞:漏洞是确定性的,重试后照样红。
- name: npm audit (production deps)
run: |
for attempt in 1 2 3; do
npm audit --omit=dev --registry=https://registry.npmjs.org && exit 0
echo "::warning::npm audit 第 ${attempt} 次失败,15 秒后重试"
sleep 15
done
exit 1
- name: pip-audit
run: |
for attempt in 1 2 3; do
uv run pip-audit && exit 0
echo "::warning::pip-audit 第 ${attempt} 次失败,15 秒后重试"
sleep 15
done
exit 1
- run: uv run python manage.py migrate --noinput
- run: uv run python manage.py collectstatic --noinput
- run: uv run python manage.py bootstrap --username admin --organization CI
@@ -53,8 +71,11 @@ jobs:
trap 'kill "$web" "$worker"' EXIT
for i in {1..30}; do curl -fsS http://127.0.0.1:8000/api/health && break; sleep 1; done
npm run test:e2e
# Gitea 不支持 upload-artifact@v4 的 artifact 协议(GHESNotSupportedError),
# 上传失败不该把已经全绿的测试标红;迁到 GitHub 托管时此步骤自动生效。
- uses: actions/upload-artifact@v4
if: always()
continue-on-error: true
with:
name: browser-results
path: |
+11 -3
View File
@@ -1,6 +1,6 @@
# TraceIQ 财务分析工作台
响应式 Web 前端 + Django API + PostgreSQL。基于分享会话、医院财务 Excel 原始附件及 AG Grid 开发计划实现,当前交付是可运行、经过本地回归的核心业务版本,不等于全部需求完成或已获生产上线认证。缺口与上线门禁见 [验收状态](docs/acceptance.md)。
响应式 Web 前端 + Django API + PostgreSQL。基于分享会话、医院财务 Excel 原始附件及 AG Grid 开发计划实现,当前交付是可运行、经过本地回归的核心业务版本,不等于全部需求完成或已获生产上线认证。缺口与上线门禁见 [验收状态](docs/acceptance.md) 与 [未实现功能与测试指南](docs/gaps-and-testing.html),使用者操作说明见 [使用文档](docs/user-guide.html)。
## 已实现
@@ -33,6 +33,14 @@
需要 Node.js 22、uv、Python 3.12、PostgreSQL 17。所有示例从仓库根目录执行。
快速启动本地页面(迁移、管理员初始化、前端构建、API 与导入 worker 一条命令完成,健康检查通过后自动打开 `http://127.0.0.1:8000`;`Ctrl-C` 或 `scripts/dev_up.sh --stop` 停止,`--no-open` 跳过自动打开浏览器):
```bash
scripts/dev_up.sh
```
未设置 `DATABASE_URL` 时该脚本使用 SQLite 轻量开发库 `var/db.sqlite3`,仅限页面测试与开发回归;金额聚合与财务验收需按下方配置 PostgreSQL。手动分步流程如下:
```bash
uv sync --frozen --python 3.12
npm ci --registry=https://registry.npmjs.org
@@ -99,7 +107,7 @@ npm audit --omit=dev --registry=https://registry.npmjs.org
uv run pip-audit
```
Playwright 需要正在运行的本地 API 和 worker,可用 E2E_PASSWORD 指定测试 admin 密码,默认读取本地凭据文件。首次执行 `npx playwright install chromium`。浏览器 fixture 测试会新建 `e2e-finance.csv` 数据集,不可指向正式生产环境。`.github/workflows/ci.yml` 在独立 PostgreSQL 上执行同样流程,尚未推送到远端触发。
Playwright 需要正在运行的本地 API 和 worker,可用 E2E_PASSWORD 指定测试 admin 密码,默认读取本地凭据文件。首次执行 `npx playwright install chromium`。浏览器 fixture 测试会新建 `e2e-finance.csv` 数据集,不可指向正式生产环境。`.gitea/workflows/ci.yml` 在独立 PostgreSQL 服务容器上执行同样流程(Gitea act_runner 的 job 跑在容器内,服务主机名用服务名 `postgres` 而非 localhost)。`.gitea/workflows/ai-review.yml` 对每个 PR 运行对抗式 AI 审查与自动修复,引擎在 vertai-tech/ai-review-engine(v1 标签),本仓库审查侧重见 `.gitea/ai-review.md`。
原附件只在本机使用,不在仓库中:
@@ -111,7 +119,7 @@ REFERENCE_DATASET_NAME='分析数据_原稿(1).xlsx' npm run test:e2e
## AI 与跨平台
默认 AI_ENABLED=0。启用外部模型需配置 `AI_ENABLED=1`、`OPENAI_API_KEY`、`OPENAI_MODEL`,并完成机构数据处理审批。密钥只在后端。用户自由输入的问题也可能含敏感信息,不能仅凭不发送原始行就认定无隐私风险。模型不能提交 SQL、修改金额或修改账号;输出只允许受控意图,异常/拒答关闭执行。
默认 AI_ENABLED=0。启用外部模型有两种方式,数据库配置优先:全权限管理员在页面「管理 → AI 模型」配置服务商(OpenAI 或本地 OpenAI 兼容服务如 Ollama / LM Studio / vLLM)、Base URL、API Key 与模型,可从 `/v1/models` 一键获取本地服务模型列表多选一;或配置环境变量 `AI_ENABLED=1`、`OPENAI_API_KEY`、`OPENAI_MODEL`(可选 `OPENAI_BASE_URL`)。均需完成机构数据处理审批。密钥只在后端:读取接口不回传密钥原文,配置修改记入审计(不含密钥)。用户自由输入的问题也可能含敏感信息,不能仅凭不发送原始行就认定无隐私风险。模型不能提交 SQL、修改金额或修改账号;输出只允许受控意图,异常/拒答关闭执行。
前端为标准 Web,API 无平台耦合,可由后续 PWA、Tauri 或 Capacitor 客户端复用。当前没有打包桌面/移动客户端,也不在浏览器离线缓存财务数据。
+322
View File
@@ -0,0 +1,322 @@
<!DOCTYPE html>
<html lang="zh-CN">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>TraceIQ 未实现功能与测试指南</title>
<style>
:root {
--ink: #1a2332;
--muted: #5b6675;
--accent: #1f5fa8;
--accent-soft: #eaf2fb;
--line: #dfe5ec;
--bg: #f6f8fa;
--card: #ffffff;
--p0: #b3261e;
--p0-bg: #fdeceb;
--p1: #9a5b00;
--p1-bg: #fdf3e3;
--p2: #1f5fa8;
--p2-bg: #eaf2fb;
--ok: #1d6b4f;
--ok-bg: #e7f4ee;
}
* { box-sizing: border-box; }
body {
margin: 0;
font-family: -apple-system, "PingFang SC", "Microsoft YaHei", "Segoe UI", sans-serif;
color: var(--ink);
background: var(--bg);
line-height: 1.7;
}
header {
background: linear-gradient(135deg, #16324f, #1f5fa8);
color: #fff;
padding: 48px 24px 40px;
}
header .inner, main { max-width: 960px; margin: 0 auto; }
header h1 { margin: 0 0 8px; font-size: 28px; }
header p { margin: 0; opacity: .85; }
.layout { max-width: 1160px; margin: 0 auto; display: flex; gap: 32px; padding: 32px 24px 64px; }
nav.toc {
flex: 0 0 220px;
position: sticky; top: 24px; align-self: flex-start;
background: var(--card); border: 1px solid var(--line); border-radius: 10px;
padding: 16px 18px; font-size: 14px;
}
nav.toc strong { display: block; margin-bottom: 8px; }
nav.toc a { display: block; color: var(--accent); text-decoration: none; padding: 3px 0; }
nav.toc a:hover { text-decoration: underline; }
main { flex: 1; min-width: 0; }
section {
background: var(--card); border: 1px solid var(--line); border-radius: 10px;
padding: 24px 28px; margin-bottom: 24px;
}
h2 { font-size: 20px; margin: 0 0 12px; padding-bottom: 8px; border-bottom: 2px solid var(--accent-soft); }
h3 { font-size: 16px; margin: 20px 0 8px; }
p { margin: 8px 0; }
ul, ol { margin: 8px 0; padding-left: 22px; }
li { margin: 4px 0; }
code {
background: #eef1f5; border-radius: 4px; padding: 1px 6px;
font-family: "SF Mono", Menlo, Consolas, monospace; font-size: .92em;
}
pre {
background: #16202e; color: #e6edf3; border-radius: 8px;
padding: 14px 16px; overflow-x: auto; font-size: 13px; line-height: 1.6;
}
pre code { background: none; padding: 0; color: inherit; }
table { border-collapse: collapse; width: 100%; margin: 12px 0; font-size: 14px; }
th, td { border: 1px solid var(--line); padding: 8px 12px; text-align: left; vertical-align: top; }
th { background: var(--accent-soft); }
tr:nth-child(even) td { background: #fafcfe; }
.note {
background: var(--accent-soft); border-left: 4px solid var(--accent);
border-radius: 0 8px 8px 0; padding: 10px 16px; margin: 12px 0; font-size: 14px;
}
.warn {
background: var(--p1-bg); border-left: 4px solid var(--p1);
border-radius: 0 8px 8px 0; padding: 10px 16px; margin: 12px 0; font-size: 14px;
}
.tag {
display: inline-block; border-radius: 4px; padding: 0 8px;
font-size: 12px; font-weight: 600; line-height: 20px; white-space: nowrap;
}
.tag.p0 { background: var(--p0-bg); color: var(--p0); }
.tag.p1 { background: var(--p1-bg); color: var(--p1); }
.tag.p2 { background: var(--p2-bg); color: var(--p2); }
.tag.ok { background: var(--ok-bg); color: var(--ok); }
.tag.todo { background: #f1f3f5; color: var(--muted); }
footer { text-align: center; color: var(--muted); font-size: 13px; padding: 24px; }
@media (max-width: 860px) {
.layout { flex-direction: column; }
nav.toc { position: static; flex: none; }
}
</style>
</head>
<body>
<header>
<div class="inner">
<h1>TraceIQ 未实现功能与测试指南</h1>
<p>距离生产商用还差什么 · 每一项怎么测 · 2026-10-08 更新</p>
</div>
</header>
<div class="layout">
<nav class="toc">
<strong>目录</strong>
<a href="#summary">1. 结论摘要</a>
<a href="#codes">2. 代码问题与修复</a>
<a href="#features">3. 未实现功能</a>
<a href="#gates">4. 发布门禁(外部)</a>
<a href="#env">5. 测试环境准备</a>
<a href="#how">6. 分层测试方法</a>
<a href="#matrix">7. 验收矩阵</a>
<a href="#baseline">8. 当前基线</a>
</nav>
<main>
<section id="summary">
<h2>1. 结论摘要</h2>
<p>当前版本<strong>不能认定为生产商用完成</strong>。核心分析链路(导入 → 总览 → 异常 → 下钻 → 证据 → 导出)已经实现并通过自动化回归;仍有<strong>一批 P1/P2 产品功能缺口</strong>,以及<strong>必须由外部环境和业务方关闭的发布门禁</strong>(Excel 实机、财务签字、真实 AI 合规、目标基础设施)。</p>
<div class="note"><strong>2026-10-08 工程整改:</strong>F01–F08 已完成代码修复并补充专项回归;本轮又完成网页自定义列、定义草稿恢复、版本历史、个人/团队共享、公式工作簿输入校验与保护、大文件下载直传。Excel 实机仍是独立门禁。</div>
<div class="note"><strong>2026-10-11 复核:</strong>对当前工作区重新全量验证——ruff/格式/迁移检查通过,SQLite 后端 73 passed(4 skipped),前端构建通过,Playwright 4/4 通过(含原附件验收用例,原附件数据集仍在本机库中)。F01–F08 修复确认有效,无需重复修复;剩余开放项见第 3、4 节。</div>
<p>状态口径:本文区分"源码静态确认"(读代码即可判断、尚无专项复现测试)与"实测通过"(有自动化结果)。清单整合自 <code>docs/acceptance.md</code>、<code>docs/remaining-issues-2026-09-26.html</code> 与 2026-09-27 的修复记录;细节以那两个文档为准,本文是单一入口。</p>
<table>
<tr><th>类别</th><th>数量</th><th>最高优先级</th></tr>
<tr><td>已关闭代码问题(F01–F08)</td><td>8</td><td><span class="tag ok">专项回归通过</span></td></tr>
<tr><td>未实现功能(产品边界)</td><td>约 7 项</td><td><span class="tag p1">P1</span></td></tr>
<tr><td>发布门禁(外部责任)</td><td>5 组</td><td><span class="tag p0">P0 ×3</span></td></tr>
</table>
<div class="note">2026-09-27 已完成、不再属于"未实现"的内容:AI 模型页面配置(云端/本地多模型选择)、证据金额 24 位小数修复、KPI 折行、图表轴标签、表格列遮挡、内部键名暴露等 UI 问题修复。详见第 8 节基线。</div>
</section>
<section id="codes">
<h2>2. 代码问题与修复记录(F01–F08)</h2>
<p>以下是历史问题及其当前修复后的验收方式;详细位置与原始建议见 <a href="remaining-issues-2026-09-26.html">remaining-issues-2026-09-26.html</a>。</p>
<table>
<tr><th>编号</th><th>级别</th><th>问题</th><th>修复后怎么测</th></tr>
<tr>
<td>F01</td><td><span class="tag p0">P0</span></td>
<td>公式导出失败清理可能沿符号链接父目录删除非任务文件(<code>finance/exporting.py</code>)</td>
<td>父目录链接到受保护目录并预置同名文件:执行必须失败、受保护文件字节不变、任务标记 failed;覆盖根目录链接/目标链接/写盘失败/正常重试</td>
</tr>
<tr>
<td>F02</td><td><span class="tag ok">已修复</span></td>
<td>清理失败被静默吞掉,失败任务的孤儿 .xlsx 缺少回收路径</td>
<td>注入 unlink 权限错误:任务仍 failed、有可观察告警;恢复权限后回收成功且不影响其他任务文件</td>
</tr>
<tr>
<td>F03</td><td><span class="tag ok">已修复</span></td>
<td>证据弹窗重复点击当前期间会让列表停在"加载中"(<code>EvidenceDialog.selectSide</code>)</td>
<td>重复点击当前期间、快速本期/基期切换、第二页切期间、空列表、请求失败——均不显示过期数据或永久加载(Playwright E2E)</td>
</tr>
<tr>
<td>F04</td><td><span class="tag ok">已修复</span></td>
<td>载入已保存定义后追问,没有把原定义带给模型,指代修改不可靠</td>
<td>保存定义 A → 重开载入 A → 发送依赖 A 的修改:检查模型请求实际包含 A;未发送补充时禁止生成</td>
</tr>
<tr>
<td>F05</td><td><span class="tag ok">已修复</span></td>
<td>定义库 50 条上限非原子约束;同名更新最后写入覆盖、无 revision 冲突检测;审计不在同一事务</td>
<td>PostgreSQL 下并发保存不得产生第 51 条;两个标签页更新不静默丢失;模拟审计写入失败后定义变更回滚</td>
</tr>
<tr>
<td>F06</td><td><span class="tag ok">已修复</span></td>
<td>工作簿参数页把毛利率标为"可编辑"但实际公式引用每行 MarginRate,修改不联动</td>
<td>每个标为可编辑的输入都对应真实依赖;收入/成本/原价/直接毛利/lookup 毛利率分别改值重算验证</td>
</tr>
<tr>
<td>F07</td><td><span class="tag ok">已修复</span></td>
<td>对账统一用 0.01 阈值,人数/金额/比率混用;自定义列无独立服务器参考值</td>
<td>阈值边界、大数、抵消、极小值、除零、缺失、多层表达式独立黄金样例通过;容差需先经财务确认</td>
</tr>
<tr>
<td>F08</td><td><span class="tag ok">已修复</span></td>
<td>导出任务执行/下载阶段不重新校验角色;撤权后的下载政策未定义;缺超时/崩溃恢复测试</td>
<td>排队后撤权、成功后撤权按签署政策处理;半成品不可下载;worker 崩溃重启不重复发布或卡死在 processing</td>
</tr>
</table>
<p>F01–F08 当前均有代码修复和自动化回归;后续验收重点转为 PostgreSQL 并发、Excel 实机和目标部署环境。</p>
</section>
<section id="features">
<h2>3. 未实现功能(产品边界)</h2>
<table>
<tr><th>级别</th><th>功能</th><th>当前缺口</th></tr>
<tr><td><span class="tag ok">已实现</span></td><td>新列进入网页汇总表</td><td>从定义库选择的列由服务端安全计算并显示在主分析表、汇总和分组行;E2E 覆盖选择后显示</td></tr>
<tr><td><span class="tag ok">已实现</span></td><td>多列编辑与定义生命周期</td><td>网页最多选择 10 列;对话草稿会话恢复,定义支持最近 20 个版本、个人更新与全范围账号共享</td></tr>
<tr><td><span class="tag p1">P1</span></td><td>适用范围与表达式能力</td><td>scope 只是说明文本;不支持任意条件、跨明细新聚合、Excel 函数、维度列、缺失替代策略</td></tr>
<tr><td><span class="tag ok">部分完成</span></td><td>Excel 内编辑防误操作</td><td>结构、证据、人数和公式工作表已保护;计算明细仅收入/成本/毛利输入/毛利率/原价金额解锁并带数值校验。增删明细行仍需重新导出</td></tr>
<tr><td><span class="tag p1">P1</span></td><td>原附件 332,830 行全量导出</td><td>产品上限 100,000 行/200 组,原附件一次导不全;需可审计分卷或正式提高上限后再验收</td></tr>
<tr><td><span class="tag p1">P1</span></td><td>结果缓存与大文件下载</td><td>公式下载已改为浏览器直传,避免前端 Blob 全量驻留;openpyxl/LibreOffice 计算缓存与 /tmp 容量仍需目标环境方案</td></tr>
<tr><td><span class="tag p1">P1</span></td><td>高基数与可访问性</td><td>聚合分组全量返回,无 SSRM/结果窗口;无键盘/屏幕阅读器/平板专项</td></tr>
<tr><td><span class="tag p2">P2</span></td><td>扩展业务能力</td><td>多收入字段口径、消费比率、生效期毛利率、退款策略、结构占比、历史阈值、告警渠道、团队调查分派</td></tr>
<tr><td><span class="tag p2">P2</span></td><td>跨平台与高级网格</td><td>无原生客户端;AG Grid SSRM/Pivot/Tree Data/Master-Detail 未接入(需 Enterprise 许可)</td></tr>
</table>
<div class="note"><strong>本轮 P1 完成:</strong>网页自定义列、多列选择、定义草稿恢复/版本历史/共享、Excel 受保护输入与校验、公式下载直传。<strong>仍开放:</strong>任意条件与跨明细聚合、33 万行分卷/容量、结果缓存、高基数窗口、无障碍专项,以及第 4 节外部发布门禁。</div>
<div class="warn">另外:趋势/贡献图为 ECharts 折线+横条,不是完整瀑布/Pareto/散点套件;异常规则只有变化率+影响额+样本数,无结构占比、历史分位数与告警投递;无团队工单分派。这些属于需求范围决策,开发前先冻结业务定义。</div>
</section>
<section id="gates">
<h2>4. 发布门禁(必须由外部关闭)</h2>
<table>
<tr><th>级别</th><th>门禁</th><th>责任方</th><th>关闭证据</th></tr>
<tr>
<td><span class="tag p0">P0</span></td><td>Microsoft Excel 实机验收</td>
<td>财务、QA、目标终端负责人</td>
<td>可编辑 Windows/Mac Excel 打开受控样例 → 强制重算 → 保存;改值后依赖链正确;覆盖人数、升单率、空集、缺期</td>
</tr>
<tr>
<td><span class="tag p0">P0</span></td><td>财务业务口径签字</td>
<td>财务负责人</td>
<td>签署收入/实收/原价、退款、成本归属、毛利、ROI、自营、升单与容差;原附件成本全缺,ROI 保持不可用</td>
</tr>
<tr>
<td><span class="tag p0">P0</span></td><td>真实 AI 联调与数据合规</td>
<td>合规、数据负责人、AI 服务负责人</td>
<td>数据处理/出境审批、模型版本与留存策略;真实验证超时/拒答/限流/非法输出。批准前保持 AI 关闭</td>
</tr>
<tr>
<td><span class="tag p1">P1</span></td><td>目标基础设施验收</td>
<td>运维、安全</td>
<td>镜像构建、迁移、非 root/卷权限、TLS、代理、数据库认证、队列、备份恢复、日志脱敏、安全扫描、许可证</td>
</tr>
<tr>
<td><span class="tag p1">P1</span></td><td>当前版本 PostgreSQL 与 SLA</td>
<td>工程 + 运维</td>
<td>在独立 PostgreSQL 跑当前全量测试、并发定义保存、worker 恢复、导出压力;记录 P95、资源预算、RPO/RTO</td>
</tr>
</table>
<div class="note">AI 联调现在可以在页面完成配置:管理 → AI 模型,选择 OpenAI 或本地 OpenAI 兼容服务(Ollama / LM Studio / vLLM),"获取可用模型"可多选本地模型。配置入口已实现(见使用文档第 9 节),但"真实模型联调 + 合规审批"这一门禁仍然开放。SQLite 仅用于开发回归,金额验收必须用 PostgreSQL。</div>
</section>
<section id="env">
<h2>5. 测试环境准备</h2>
<h3>5.1 快速启动(SQLite 轻量开发库)</h3>
<pre><code>scripts/dev_up.sh # 迁移 + 管理员 + 前端构建 + API + worker,自动健康检查
scripts/dev_up.sh --stop # 停止</code></pre>
<p>登录凭据在 <code>var/local-access.txt</code>(用户名 <code>admin</code>,随机密码,权限 0600)。</p>
<h3>5.2 PostgreSQL(财务验收必需)</h3>
<pre><code>/opt/homebrew/opt/postgresql@17/bin/pg_ctl -D var/postgres -l var/postgres.log \
-o '-h 127.0.0.1 -p 55432' start
export DATABASE_URL='postgresql://jianwel@127.0.0.1:55432/traceiq'</code></pre>
<div class="warn">SQLite 不保证高精度金额聚合,禁止用于财务验收和生产。对账脚本 <code>scripts/reconcile_reference.py</code> 明确要求 PostgreSQL。</div>
<h3>5.3 Playwright 浏览器</h3>
<pre><code>npx playwright install chromium # 首次执行</code></pre>
</section>
<section id="how">
<h2>6. 分层测试方法</h2>
<h3>6.1 静态检查与后端单测(每次改动都跑)</h3>
<pre><code>uv run ruff check server finance tests scripts
uv run ruff format --check server finance tests scripts
uv run python manage.py makemigrations --check --dry-run
uv run pytest --cov=finance --cov-report=term-missing --cov-fail-under=85</code></pre>
<h3>6.2 前端构建与浏览器 E2E</h3>
<pre><code>npm run build
E2E_PASSWORD='&lt;测试口令&gt;' npm run test:e2e</code></pre>
<p>E2E 需要正在运行的本地 API + worker;会真实导入测试 CSV 数据集,<strong>不可指向生产环境</strong>。覆盖:导入确认、总览 KPI、异常下钻、调查保存、证据分页、设置乐观锁、Copilot、公式工作簿追问与下载、手机布局无横向溢出。</p>
<h3>6.3 原附件验收用例(本机显式启用)</h3>
<pre><code>REFERENCE_DATASET_NAME='分析数据_原稿(1).xlsx' E2E_PASSWORD='&lt;口令&gt;' npm run test:e2e</code></pre>
<p>断言:KPI 精确值(收入 152,419,115.35、毛利 17,868,580.85、人数 38,361)、环比缺 2026-07 禁比、同比 -32.4%、移动端无溢出、无页面脚本错误。附件文件不在仓库中,需本机提供。</p>
<h3>6.4 真实数据对账(PostgreSQL)</h3>
<pre><code>PYTHONPATH=. uv run python scripts/reconcile_reference.py</code></pre>
<p>断言 332,830 行、收入/毛利/人数与历史独立对账一致(误差 0)。原附件 SHA-256:<code>98ef41e898c2…</code>。</p>
<h3>6.5 公式工作簿重算</h3>
<pre><code>uv run pytest tests/test_formula_recalculation.py \
tests/test_formula_recalculation_gross.py # LibreOffice 重算,7 项</code></pre>
<p>LibreOffice 通过 ≠ Excel 通过;Microsoft Excel 实机重算是独立门禁(第 4 节)。</p>
<h3>6.6 安全与部署检查</h3>
<pre><code>uv run pip-audit
npm audit --omit=dev
uv run python manage.py check --deploy # 需完整生产环境变量</code></pre>
<div class="note">依赖审计为 0 漏洞 ≠ 渗透测试通过;<code>check --deploy</code> 无告警 ≠ 基础设施验收通过。</div>
</section>
<section id="matrix">
<h2>7. 验收矩阵:每项怎么算"完成"</h2>
<table>
<tr><th>目标</th><th>通过标准</th><th>手段</th></tr>
<tr><td>F01–F08 修复</td><td>各有"修复前失败、修复后通过"的专项断言;覆盖率 ≥ 85%</td><td>pytest + Playwright(见第 2 节每行)</td></tr>
<tr><td>AI 配置功能</td><td>保存/脱敏回显/权限/模型列表/助手走配置,接口级测试通过</td><td><code>tests/test_assistant_api.py</code>(已实现)</td></tr>
<tr><td>金额精度</td><td>证据与导出无存储尺度尾零;对账 0 误差</td><td><code>test_evidence_amounts_trim_storage_scale</code> + reconcile_reference.py</td></tr>
<tr><td>Excel 引擎门禁</td><td>目标 Excel 改值重算、保存、重开一致</td><td>人工按受控样例执行并记录版本与结果(第 4 节)</td></tr>
<tr><td>财务口径门禁</td><td>财务负责人签字确认口径与容差</td><td>签字文件;不以技术测试替代</td></tr>
<tr><td>AI 合规门禁</td><td>审批完成 + 真实模型故障演练通过</td><td>页面配置真实模型后做超时/拒答/限流演练</td></tr>
<tr><td>基础设施门禁</td><td>镜像构建、TLS、备份恢复演练、RPO/RTO 记录</td><td>docker compose + 恢复演练</td></tr>
<tr><td>性能/SLA</td><td>目标并发下导入/查询 P95 达标;高基数有方案</td><td>压力测试;高基数维度需 SSRM 或服务端窗口</td></tr>
</table>
</section>
<section id="baseline">
<h2>8. 当前基线(最近一次实测)</h2>
<table>
<tr><th>项目</th><th>结果</th><th>日期 / 环境</th></tr>
<tr><td>后端单测(本轮复核)</td><td><span class="tag ok">73 passed</span>,4 skipped</td><td>2026-10-11,SQLite 测试库</td></tr>
<tr><td>Playwright E2E(本轮复核)</td><td><span class="tag ok">4 passed</span>(桌面综合、手机布局、公式导出、原附件验收)</td><td>2026-10-11,本地 API + worker</td></tr>
<tr><td>后端单测</td><td><span class="tag ok">77 passed</span>,finance 覆盖率 88.45%(门槛 85%)</td><td>2026-10-08,SQLite;PostgreSQL 77 passed</td></tr>
<tr><td>Playwright E2E</td><td>3 passed,1 skipped(原附件用例未启用)</td><td>2026-10-08,本地 API + worker</td></tr>
<tr><td>本轮修复</td><td>F01–F08、网页自定义列、多列选择、草稿恢复、版本历史与共享、Excel 输入校验/公式保护、公式下载直传;PostgreSQL 运行与 Excel 实机仍需门禁</td><td>2026-10-08</td></tr>
<tr><td>历史基线(勿直接引用)</td><td>PostgreSQL 67 项、61 项、44/54 项等旧记录,以及 332,830 行旧峰值 RSS 3.31 GB</td><td>历史,见 acceptance.md</td></tr>
</table>
<h3>相关文档</h3>
<ul>
<li><a href="acceptance.md">acceptance.md</a> — 验收状态与上线门禁(最详细)</li>
<li><a href="remaining-issues-2026-09-26.html">remaining-issues-2026-09-26.html</a> — F01–F08 代码问题细节</li>
<li><a href="user-guide.html">user-guide.html</a> — 使用者操作说明(含 AI 模型配置)</li>
<li><a href="improvement-roadmap.html">improvement-roadmap.html</a> / <a href="improvement-plan.html">improvement-plan.html</a> — 改进计划(部分状态已过期,以本文为准)</li>
</ul>
<div class="warn">多个历史文档之间存在状态冲突(如"没有定义库"等旧表述)。后续应统一维护单一验收入口,历史文档标题注明"历史"。本文不是上线授权。</div>
</section>
</main>
</div>
<footer>TraceIQ 未实现功能与测试指南 · 2026-10-11 复核更新 · 状态口径:实测 &gt; 静态确认 &gt; 历史记录</footer>
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<header>
<div class="inner">
<h1>TraceIQ 财务分析工作台 · 使用文档</h1>
<p>面向使用者:导入财务表格 → 总览与对比 → 异常追踪与下钻 → 证据核查与导出</p>
</div>
</header>
<div class="layout">
<nav class="toc">
<strong>目录</strong>
<a href="#start">1. 快速开始</a>
<a href="#layout">2. 界面导览</a>
<a href="#import">3. 导入数据</a>
<a href="#overview">4. 经营总览</a>
<a href="#anomalies">5. 异常追踪与下钻</a>
<a href="#contribution">6. 贡献分解</a>
<a href="#evidence">7. 证据与导出</a>
<a href="#settings">8. 分析设置</a>
<a href="#copilot">9. 助手与 AI 模型配置</a>
<a href="#admin">10. 账号与审计</a>
<a href="#notes">11. 口径与注意事项</a>
</nav>
<main>
<section id="start">
<h2>1. 快速开始</h2>
<p>TraceIQ 是证据优先的财务分析工作台:所有指标都能下钻到原始表格行,操作全程留痕。本地开发环境启动方式:</p>
<ol>
<li>在仓库根目录执行 <code>scripts/dev_up.sh</code>(自动完成迁移、管理员初始化、前端构建并启动服务)。</li>
<li>浏览器访问 <code>http://127.0.0.1:8000</code>。</li>
<li>使用管理员账号登录(本地凭据见 <code>var/local-access.txt</code>,文件权限 0600)。</li>
</ol>
<table>
<tr><th>环境</th><th>用户名</th><th>密码</th></tr>
<tr><td>本地开发(本机)</td><td><code>admin</code></td><td>见 <code>var/local-access.txt</code>(每次初始化随机生成)</td></tr>
<tr><td>自动化测试</td><td><code>admin</code></td><td>测试专用库随机生成,可用环境变量 <code>E2E_PASSWORD</code> 指定</td></tr>
</table>
<div class="note">停止服务:在运行 <code>dev_up.sh</code> 的终端按 <span class="kbd">Ctrl-C</span>,或另开终端执行 <code>scripts/dev_up.sh --stop</code>。</div>
</section>
<section id="layout">
<h2>2. 界面导览</h2>
<p>登录后左侧为导航栏,分两组:</p>
<table>
<tr><th>分组</th><th>入口</th><th>说明</th></tr>
<tr><td rowspan="3">工作台</td><td>经营总览</td><td>核心指标、走势、指标矩阵与同比/环比对比</td></tr>
<tr><td>异常追踪</td><td>超出阈值的分组列表,可进入调查;有新异常时入口显示数量角标</td></tr>
<tr><td>数据管理</td><td>数据集列表、导入新表格、数据来源与字段字典、公式工作簿导出</td></tr>
<tr><td rowspan="4">管理</td><td>分析设置</td><td>默认比较方式、默认指标、异常阈值等个人偏好</td></tr>
<tr><td>账号与权限</td><td>仅全权限管理员可见:查看账号、角色、状态、科室范围</td></tr>
<tr><td>操作审计</td><td>仅全权限管理员可见:时间、用户、操作、资源、详情</td></tr>
<tr><td>AI 模型</td><td>仅全权限管理员可见:配置助手使用的云端或本地模型服务</td></tr>
</table>
<p>顶部右侧为<strong>财务分析助手</strong>入口和<strong>退出登录</strong>。页面为响应式布局,手机浏览器可直接使用。</p>
</section>
<section id="import">
<h2>3. 导入数据</h2>
<h3>3.1 支持的文件</h3>
<ul>
<li>XLSX(Excel)与 UTF-8 编码 CSV。</li>
<li>支持双行表头:第二行表头作为字段语义说明一并保留。</li>
<li>单文件不超过 64 MiB(反向代理层限制 66 MB)。</li>
</ul>
<h3>3.2 导入流程</h3>
<ol>
<li>在「数据管理」页点击 <strong>导入新表格</strong>,选择文件上传。</li>
<li>系统在弹窗中展示识别出的字段,请逐项<strong>确认导入字段</strong>映射:期间、科室等业务维度、实际收入、成本、毛利贡献、客户编码、应收金额等。</li>
<li>选择 ROI 公式口径与自营产品范围后,点击 <strong>确认并导入</strong>。</li>
<li>导入由后台 worker 异步处理,完成后数据自动出现在总览中;列表中可查看状态、数据质量与导入版本。</li>
</ol>
<div class="note">
<strong>去重:</strong>同一组织内完全相同的文件(SHA-256)不会重复导入。<br>
<strong>原始解释:</strong>原始表头说明随数据保留,可在「数据来源与字段字典」中查看,保证指标口径可追溯。
</div>
<div class="warn">原附件中没有的维度(如医生、成本、连续月度数据)不会产生对应排名或环比结论;系统不会虚构数据。</div>
</section>
<section id="overview">
<h2>4. 经营总览</h2>
<p>总览页展示所选数据集团范围的核心经营结果:</p>
<ul>
<li><strong>KPI 卡片:</strong>实际收入、成本、毛利、ROI、客单价、毛利率、去重人数、自营收入、升单率等可用指标(取决于数据中有哪些字段)。</li>
<li><strong>收入与毛利走势:</strong>按月份的趋势图;缺月份的区间趋势自动断开,不会用直线伪造连续性。</li>
<li><strong>经营指标矩阵:</strong>按维度(如科室、产品分类)展开的指标对照表。</li>
</ul>
<h3>比较方式</h3>
<ul>
<li><strong>同比</strong> / <strong>环比</strong>:一键切换,可自定义开始/结束期间。</li>
<li>比较必须满足等长月份范围;<strong>缺基期时禁止比较</strong>,对应卡片显示不可用而不是给出误导数字。</li>
<li>缺成本的数据不显示 ROI 等依赖成本的指标。</li>
</ul>
</section>
<section id="anomalies">
<h2>5. 异常追踪与下钻</h2>
<h3>5.1 异常列表</h3>
<p>「异常追踪」列出超出分析设置中阈值与最小影响额的分组,按影响额排序。点击分组进入调查视图:</p>
<ul>
<li><strong>调查状态:</strong>待调查 / 核查中 / 已处理,保存后持久化。</li>
<li><strong>调查备注:</strong>自由文本,随状态一并保存。</li>
</ul>
<h3>5.2 下钻与面包屑</h3>
<ul>
<li>在调查视图可沿自定义层级<strong>继续下钻</strong>(如 科室 → 学科 → 医生等级)。</li>
<li>顶部<strong>分析路径</strong>面包屑记录当前下钻位置,点击任意一级可跳回。</li>
<li>列表支持<strong>搜索分组</strong>,方便在大体量维度中定位。</li>
</ul>
</section>
<section id="contribution">
<h2>6. 贡献分解</h2>
<p>调查视图提供两张贡献图,回答"变化是谁带来的":</p>
<ul>
<li><strong>分组变化贡献图:</strong>当前层级各分组对本期与基期差额(变化额/变化贡献)的分解。</li>
<li><strong>调查范围子级贡献图:</strong>在所选分组内部,按下一级维度继续分解。</li>
</ul>
<div class="note">贡献分解只基于权限范围内的数据;科室范围受限的账号看不到范围外的分组。</div>
</section>
<section id="evidence">
<h2>7. 证据与导出</h2>
<h3>7.1 证据明细</h3>
<ul>
<li>任意数字都可通过<strong>查看证据</strong>打开原始行明细弹窗,逐条对应到源文件行号。</li>
<li>证据按<strong>本期 / 基期</strong>切换,每页最多 200 行,上一页/下一页翻页加载。</li>
</ul>
<h3>7.2 导出</h3>
<ul>
<li><strong>导出当前范围:</strong>将当前筛选与下钻范围内的证据导出为 CSV 或 XLSX;Excel 中精确金额以文本单元格导出,避免 15 位有效数字精度丢失。</li>
<li><strong>生成公式工作簿:</strong>在「数据管理」中生成带公式的 Excel 工作簿,含列计算描述,便于财务同事复核口径。</li>
</ul>
<div class="note">客户端不会一次加载全部明细(大文件可达 33 万行),只按需拉取聚合结果与分页证据。</div>
</section>
<section id="settings">
<h2>8. 分析设置</h2>
<p>「分析设置」是个人偏好,随账号保存,字段包括:</p>
<table>
<tr><th>设置项</th><th>作用</th></tr>
<tr><td>默认比较</td><td>同比 / 环比</td></tr>
<tr><td>默认指标</td><td>总览与矩阵默认展示的指标</td></tr>
<tr><td>异常阈值</td><td>判定异常的变化幅度阈值</td></tr>
<tr><td>最小影响额</td><td>低于该金额的变化不列为异常,避免噪声</td></tr>
<tr><td>最小样本数</td><td>样本量过小的分组不参与异常判定</td></tr>
</table>
<p>保存使用乐观锁:若他人在你打开设置期间已保存,系统会提示冲突而不是静默覆盖。页面上一般提供保存 / 取消 / 预览能力。</p>
</section>
<section id="copilot">
<h2>9. 财务分析助手与 AI 模型配置</h2>
<h3>9.1 使用助手</h3>
<ul>
<li>默认启用<strong>本地规则助手</strong>:直接回答指标口径、功能用法等问题,数据不出本机。</li>
<li>勾选「使用已配置的 AI 模型理解问题」并同意后,问题与维度/当前筛选会发送到你配置的模型服务,<strong>原始数据行不出服务器</strong>。</li>
<li>无论本地还是外部模型,都只能返回受控意图(如跳转页面、设置筛选),<strong>不能直接改金额、不能提交 SQL、不能改账号</strong>;查询数据仍受后端权限约束。</li>
<li>模型输出异常或被拒答时,相关执行自动关闭。</li>
</ul>
<h3>9.2 配置 AI 模型(全权限管理员)</h3>
<p>在左侧「管理 → AI 模型」中配置,支持两类服务商:</p>
<table>
<tr><th>服务商</th><th>说明</th><th>Base URL 示例</th><th>API Key</th></tr>
<tr>
<td>OpenAI</td>
<td>OpenAI Responses 接口</td>
<td><code>https://api.openai.com/v1</code>(可留空使用默认)</td>
<td>必填</td>
</tr>
<tr>
<td>本地 OpenAI 兼容服务</td>
<td>Ollama、LM Studio、vLLM 等任何兼容 OpenAI 协议的服务</td>
<td>Ollama:<code>http://127.0.0.1:11434/v1</code><br>LM Studio:<code>http://127.0.0.1:1234/v1</code></td>
<td>通常可留空</td>
</tr>
</table>
<ol>
<li>选择服务商,填写 Base URL(本地服务必填)。</li>
<li>填写 API Key(本地服务通常可留空)。</li>
<li>点击<strong>获取可用模型</strong>:系统从服务的 <code>/v1/models</code> 接口拉取模型列表。本地服务装了多个模型(如 Ollama 里的 qwen2.5:7b、llama3.1:8b)时,可在下拉列表中挑选,不用手敲名字。</li>
<li>选中模型后勾选「启用 AI 模型理解问题」,点击<strong>保存配置</strong>。</li>
<li>回到页面顶部打开「财务分析助手」,勾选「使用已配置的 AI 模型理解问题」并同意后即可提问。</li>
</ol>
<div class="note">
<strong>配置规则:</strong>每个组织一份配置,保存在数据库中,优先于部署环境变量(未配置时回退到
<code>AI_ENABLED</code> / <code>OPENAI_API_KEY</code> / <code>OPENAI_MODEL</code> / <code>OPENAI_BASE_URL</code>)。
仅全权限管理员(未限科室范围的管理员角色)可查看和修改;限域管理员、分析师、查看者无此入口。
</div>
<div class="note">
<strong>密钥安全:</strong>API Key 只保存在后端,页面只显示「已配置」,读取接口不回传密钥原文;
再次保存时留空表示保持原密钥不变。每次配置修改都会记入操作审计(只记服务商、模型与是否启用,不记密钥)。
</div>
<h3>9.3 常见问题</h3>
<ul>
<li><strong>「获取可用模型」失败?</strong>确认本地服务已启动且 Base URL 正确(Ollama 默认 <code>http://127.0.0.1:11434/v1</code>),并先点击「保存配置」再获取。</li>
<li><strong>助手提示「尚未配置外部 AI 服务」?</strong>检查「AI 模型」中是否已启用、模型名是否已填写;OpenAI 还需 API Key。</li>
<li><strong>想停用 AI?</strong>取消勾选「启用 AI 模型理解问题」并保存,助手回到纯本地规则模式。</li>
</ul>
</section>
<section id="admin">
<h2>10. 账号与审计(管理员)</h2>
<h3>10.1 账号与权限</h3>
<ul>
<li>全权限管理员(未限科室范围)可在「账号与权限」查看所有账号的<strong>角色</strong>(查看者 / 分析师 / 管理员)、<strong>启用状态</strong>与<strong>科室范围</strong>。</li>
<li>限域管理员只能管理自己科室范围内的成员,不能管理账号或查看全局审计。</li>
<li>角色能力概览:查看者可看不可改;分析师可做分析调查;管理员可导入数据并管理账号。</li>
</ul>
<h3>10.2 操作审计</h3>
<p>「操作审计」记录登录、导入、导出、设置修改、调查保存等操作的时间、用户、动作与详情,网页端只读。需要不可抵赖审计时应外送到独立追加写日志平台(数据库管理员理论上可改库内记录)。</p>
</section>
<section id="notes">
<h2>11. 口径与注意事项</h2>
<ul>
<li><strong>毛利口径:</strong>毛利是按产品分类毛利率计算的贡献值,<strong>不等同于已审计净利润</strong>。</li>
<li><strong>ROI 口径:</strong>提供两种明确公式(如 (收入 − 成本)/ 成本),导入时选择并可在字段字典中回看。</li>
<li><strong>精度:</strong>后端金额使用高精度定点数存储与计算,JSON 中金额为字符串;浏览器 Number 仅用于绘图显示。</li>
<li><strong>缺数据原则:</strong>缺基期禁止比较、缺成本显示不可用、缺月份趋势断开——系统宁可显示"不可用"也不给误导数字。</li>
<li><strong>安全:</strong>登录有频率限制;原始文件私有存储、按组织隔离;审计留痕。</li>
<li><strong>本地 SQLite 模式</strong>仅限页面测试与开发回归,高精度金额聚合与财务验收请使用 PostgreSQL 环境(见 README)。</li>
</ul>
<div class="warn">本文档面向使用者描述当前交付能力;全部需求完成情况与上线门禁以 <code>docs/acceptance.md</code> 为准。</div>
</section>
</main>
</div>
<footer>TraceIQ 使用文档 · 2026-09-26 · 与代码当前版本同步维护</footer>
</body>
</html>
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"""AI 模型配置:每个组织可在页面配置 OpenAI 或本地 OpenAI 兼容服务(Ollama / LM Studio / vLLM 等)。
数据库配置优先;未配置时回退到环境变量(AI_ENABLED / OPENAI_*),保持旧行为兼容。
API Key 只存后端,读取接口只做脱敏回显,绝不把密钥下发到浏览器。
"""
import httpx
from django.conf import settings
from django.http import JsonResponse
from .models import AIConfig
from .views import APIError, audit, body, endpoint
PROVIDERS = ("openai", "local")
OPENAI_BASE_URL = "https://api.openai.com/v1"
def require_full_admin(request):
if request.member.departments:
raise APIError("没有配置 AI 模型的权限", 403)
def resolve(org):
"""返回生效的 AI 配置字典;未启用或配置不完整时返回 None。"""
cfg = AIConfig.objects.filter(organization=org).first()
if cfg:
base_url = (cfg.base_url or "").rstrip("/") or (OPENAI_BASE_URL if cfg.provider == "openai" else "")
key_required = cfg.provider == "openai"
if not cfg.enabled or not base_url or not cfg.model or (key_required and not cfg.api_key):
return None
return {
"enabled": True,
"provider": cfg.provider,
"base_url": base_url,
"api_key": cfg.api_key,
"model": cfg.model,
}
if settings.AI_ENABLED and settings.OPENAI_API_KEY and settings.OPENAI_MODEL:
return {
"enabled": True,
"provider": "openai",
"base_url": (settings.OPENAI_BASE_URL or OPENAI_BASE_URL).rstrip("/"),
"api_key": settings.OPENAI_API_KEY,
"model": settings.OPENAI_MODEL,
}
return None
def org_models_endpoint(org):
"""组织配置或环境回退的 base_url/api_key,用于探测模型列表。"""
cfg = AIConfig.objects.filter(organization=org).first()
if cfg:
base_url = (cfg.base_url or "").rstrip("/") or (OPENAI_BASE_URL if cfg.provider == "openai" else "")
return base_url, cfg.api_key
return (settings.OPENAI_BASE_URL or OPENAI_BASE_URL).rstrip("/"), settings.OPENAI_API_KEY
@endpoint(("GET", "PUT"), roles=("admin",))
def ai_config(request):
require_full_admin(request)
org = request.member.organization
if request.method == "GET":
cfg = AIConfig.objects.filter(organization=org).first()
return JsonResponse(
{
"enabled": cfg.enabled if cfg else False,
"provider": cfg.provider if cfg else "local",
"base_url": cfg.base_url if cfg else "",
"model": cfg.model if cfg else "",
"api_key_set": bool(cfg and cfg.api_key),
"updated_at": cfg.updated_at.isoformat() if cfg else None,
}
)
data = body(request)
enabled = data.get("enabled")
provider = data.get("provider")
base_url = data.get("base_url", "")
api_key = data.get("api_key", "")
model = data.get("model", "")
if type(enabled) is not bool or provider not in PROVIDERS:
raise APIError("AI 配置参数无效")
if not isinstance(base_url, str) or len(base_url) > 500:
raise APIError("Base URL 无效")
base_url = base_url.rstrip("/")
if base_url and not base_url.startswith(("http://", "https://")):
raise APIError("Base URL 必须以 http:// 或 https:// 开头")
if not isinstance(api_key, str) or len(api_key) > 500:
raise APIError("API Key 无效")
if not isinstance(model, str) or len(model) > 200:
raise APIError("模型名无效")
cfg = AIConfig.objects.filter(organization=org).first()
if enabled:
if provider == "local" and not base_url:
raise APIError("本地服务需要填写 Base URL,例如 http://127.0.0.1:11434/v1")
if provider == "openai" and not (api_key or (cfg and cfg.api_key)):
raise APIError("OpenAI 服务需要 API Key")
if not model:
raise APIError("启用前需要填写模型名,可点击“获取可用模型”选择")
key_changed = bool(api_key)
defaults = {
"enabled": enabled,
"provider": provider,
"base_url": base_url,
"model": model,
}
if api_key:
defaults["api_key"] = api_key
if not cfg:
AIConfig.objects.create(organization=org, **defaults)
else:
for field, value in defaults.items():
setattr(cfg, field, value)
cfg.save()
audit(
request,
"ai_config.update",
details={
"provider": provider,
"model": model,
"enabled": enabled,
"key_changed": key_changed,
},
)
return JsonResponse({"ok": True})
@endpoint(roles=("admin",))
def ai_models(request):
require_full_admin(request)
base_url, api_key = org_models_endpoint(request.member.organization)
if not base_url:
raise APIError("请先保存 Base URL 再获取模型列表", 400)
headers = {"Authorization": f"Bearer {api_key}"} if api_key else {}
try:
with httpx.Client(timeout=10) as client:
response = client.get(f"{base_url}/models", headers=headers)
response.raise_for_status()
data = response.json()
items = data.get("data", [])
ids = [m.get("id") for m in items if isinstance(m, dict) and isinstance(m.get("id"), str)]
if not ids and isinstance(data.get("models"), list):
ids = [
m.get("name")
for m in data["models"]
if isinstance(m, dict) and isinstance(m.get("name"), str)
]
return JsonResponse({"items": ids[:200]})
except (httpx.HTTPError, ValueError, AttributeError) as exc:
raise APIError("无法从该服务获取模型列表,请检查 Base URL 与 API Key", 502) from exc
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@@ -167,9 +167,9 @@ def metrics(agg, formula, products=None):
}
def comparison(current, baseline, comparable):
def comparison(current, baseline, comparable, keys=None):
result = {}
for key in METRICS:
for key in keys or METRICS:
c, b = current.get(key), baseline.get(key)
delta = c - b if comparable and c is not None and b is not None else None
change = Decimal(delta) / abs(Decimal(b)) if delta is not None and b != 0 else None
@@ -177,8 +177,31 @@ def comparison(current, baseline, comparable):
return result
def custom_columns(ds, body):
from .formula_columns import ensure_available_metrics, validate_column
columns = body.get("custom_columns", [])
if columns is None:
return []
if not isinstance(columns, list) or len(columns) > 10:
raise ValueError("自定义列最多 10 个")
result = [validate_column(column) for column in columns]
for column in result:
ensure_available_metrics(ds, column)
return result
def custom_values(values, columns):
from .formula_columns import evaluate
return {f"custom_{index}": evaluate(column["expression"], values) for index, column in enumerate(columns)}
def analyze(ds, member, body, preferences):
ctx = context(ds, body)
columns = custom_columns(ds, body)
ctx = {**context(ds, body), "custom_columns": columns}
custom_keys = [f"custom_{index}" for index in range(len(columns))]
value_keys = [*METRICS, *custom_keys]
qs = scoped_facts(ds, member, ctx["filters"])
formula = ds.mapping["roi_formula"]
products = ds.mapping.get("self_operated_products", [])
@@ -190,8 +213,14 @@ def analyze(ds, member, body, preferences):
)
comparable = not ctx["missing"]
if set(ctx["current"]) - set(ds.periods):
total_c = {**total_c, **{key: None for key in METRICS}}
summary = comparison(total_c, total_b, comparable)
total_c = {**total_c, **{key: None for key in value_keys}}
current_missing = bool(set(ctx["current"]) - set(ds.periods))
total_c = {
**total_c,
**({key: None for key in custom_keys} if current_missing else custom_values(total_c, columns)),
}
total_b = {**total_b, **custom_values(total_b, columns)}
summary = comparison(total_c, total_b, comparable, value_keys)
group = "dimensions__" + ctx["group"]
buckets = {}
for side in ("current", "baseline"):
@@ -205,7 +234,7 @@ def analyze(ds, member, body, preferences):
k: Decimal(0)
if k in ("revenue", "cost", "gross", "customers", "self_revenue") and total.get(k) is not None
else None
for k in METRICS
for k in value_keys
},
}
@@ -217,8 +246,10 @@ def analyze(ds, member, body, preferences):
for label, sides in buckets.items():
c, b = sides.get("current", empty_side(total_c)), sides.get("baseline", empty_side(total_b))
if set(ctx["current"]) - set(ds.periods):
c = {**c, **{key: None for key in METRICS}}
values = comparison(c, b, comparable)
c = {**c, **{key: None for key in value_keys}}
c = {**c, **({key: None for key in custom_keys} if current_missing else custom_values(c, columns))}
b = {**b, **custom_values(b, columns)}
values = comparison(c, b, comparable, value_keys)
v = values[metric]
change, delta = v["change"], v["delta"]
impact = (
@@ -249,7 +280,10 @@ def analyze(ds, member, body, preferences):
)
rows.sort(key=lambda r: (not r["anomaly"], -r["impact"], r["label"]))
observed = {
r["period"]: metrics(r, formula, products)
r["period"]: {
**(values := metrics(r, formula, products)),
**custom_values(values, columns),
}
for r in qs.values("period").annotate(**aggregations(products))
}
trend = []
@@ -257,7 +291,7 @@ def analyze(ds, member, body, preferences):
period = month_text(index)
values = observed.get(period)
if values is None:
values = empty_side(total_c) if period in ds.periods else {key: None for key in METRICS}
values = empty_side(total_c) if period in ds.periods else {key: None for key in value_keys}
trend.append({"period": period, **values})
return {
"dataset_id": str(ds.pk),
+17 -13
View File
@@ -1,14 +1,17 @@
import json
import httpx
from django.conf import settings
from django.http import JsonResponse
from .ai import resolve
from .analysis import METRICS, analyze, context, dimensions
from .views import APIError, audit, body, dataset, endpoint, limit, preferences
def model_intent(question, ds, ctx):
def model_intent(question, ds, ctx, cfg=None):
cfg = cfg or resolve(ds.organization)
if not cfg:
raise APIError("尚未配置外部 AI 服务", 503)
keys = [d["key"] for d in dimensions(ds)]
schema = {
"type": "object",
@@ -31,7 +34,7 @@ def model_intent(question, ds, ctx):
}
# Only schema, selected context and the user's question leave the server; never raw rows.
payload = {
"model": settings.OPENAI_MODEL,
"model": cfg["model"],
"store": False,
"max_output_tokens": 1200,
"input": [
@@ -55,8 +58,8 @@ def model_intent(question, ds, ctx):
try:
with httpx.Client(timeout=30) as client:
response = client.post(
"https://api.openai.com/v1/responses",
headers={"Authorization": f"Bearer {settings.OPENAI_API_KEY}"},
f"{cfg['base_url']}/responses",
headers={"Authorization": f"Bearer {cfg['api_key']}"} if cfg["api_key"] else {},
json=payload,
)
response.raise_for_status()
@@ -107,12 +110,15 @@ def assistant(request, dataset_id):
use_model = data.get("use_model", False)
if type(use_model) is not bool:
raise APIError("AI 模式必须为布尔值")
provider = "local"
if use_model:
if not (settings.AI_ENABLED and settings.OPENAI_API_KEY and settings.OPENAI_MODEL):
raise APIError("尚未配置外部 AI 服务", 503)
cfg = resolve(request.member.organization)
if not cfg:
raise APIError("尚未配置外部 AI 服务;请管理员在「AI 模型」中配置", 503)
if data.get("consent") is not True:
raise APIError("请先同意发送问题与当前筛选上下文", 400)
intent = model_intent(question, ds, ctx)
provider = cfg["provider"]
intent = model_intent(question, ds, ctx, cfg)
else:
action = (
"evidence"
@@ -140,21 +146,19 @@ def assistant(request, dataset_id):
else:
change = value["change"]
change_text = f"{change:+.1%}" if change is not None else "不可计算(基期为零或数据缺失)"
answer = f"当前范围{METRICS[metric]}为 {value['current']:,.4f},较基期变化 {change_text}。按当前规则识别出 {result['anomaly_count']} 个异常分组。"
answer = f"当前范围{METRICS[metric]}为 {value['current']:,.2f},较基期变化 {change_text}。按当前规则识别出 {result['anomaly_count']} 个异常分组。"
candidates = [r for r in result["rows"] if r["anomaly"]][:3]
if candidates:
answer += " 优先核查:" + "、".join(r["label"] for r in candidates) + "。"
answer += " 这是数据贡献分解,不是因果结论。"
audit(
request, "assistant.query", ds.pk, {"provider": "openai" if use_model else "local", "intent": intent}
)
audit(request, "assistant.query", ds.pk, {"provider": provider, "intent": intent})
return JsonResponse(
{
"answer": answer,
"intent": intent,
"context": result["context"],
"version": ds.sha256,
"provider": "openai" if use_model else "local",
"provider": provider,
"evidence": [
{"label": r["label"], "filters": r["filters"], "values": r["values"][metric]}
for r in result["rows"][:5]
+91 -13
View File
@@ -1,5 +1,6 @@
import hashlib
import hmac
import logging
import os
import secrets
import warnings
@@ -11,22 +12,62 @@ from django.conf import settings
from django.utils import timezone
from openpyxl import Workbook
from openpyxl.cell import WriteOnlyCell
from openpyxl.styles import Font, PatternFill
from openpyxl.styles import Font, PatternFill, Protection
from openpyxl.worksheet.datavalidation import DataValidation
from openpyxl.worksheet.table import Table, TableColumn, TableStyleInfo
from .analysis import METRICS, aggregations, context, dimensions, metrics, scoped_facts
from .formula_columns import (
RESERVED_DATA_HEADERS,
ensure_available_metrics,
evaluate,
metrics_used,
to_excel,
validate_column,
)
from .models import FormulaExport, Membership
# Keep the private test seam while sharing the single evaluator implementation.
_evaluate_expression = evaluate
FORMULA_VERSION = "3"
MAX_ROWS = 100_000
MAX_GROUPS = 200
RECONCILE_TOLERANCES = {
"customers": Decimal("0"),
"margin": Decimal("0.0001"),
"discount_rate": Decimal("0.0001"),
"upgrade_rate": Decimal("0.0001"),
}
DEFAULT_RECONCILE_TOLERANCE = Decimal("0.01")
logger = logging.getLogger(__name__)
def _safe_unlink_export(path, root):
"""Delete only a file below the owned export root without following links."""
path, root = Path(path), Path(root).absolute()
if not path.is_absolute() or root.is_symlink() or path.is_symlink():
logger.warning("formula export cleanup refused unsafe path: %s", path)
return False
parent = path.parent
try:
if not parent.is_relative_to(root):
logger.warning("formula export cleanup refused out-of-root path: %s", path)
return False
except ValueError:
return False
current = parent
while current != root:
if current.is_symlink() or current.parent == current:
logger.warning("formula export cleanup refused linked parent: %s", path)
return False
current = current.parent
try:
path.unlink(missing_ok=True)
return True
except OSError:
logger.warning("formula export cleanup failed for %s", path, exc_info=True)
return False
def _excel_number(value):
@@ -269,6 +310,19 @@ def build_formula_workbook(ds, member, export_context, output):
),
)
data.append(headers)
editable_indices = {len(dims) + 2, len(dims) + 3, len(dims) + 4, len(dims) + 5, len(dims) + 7}
if count:
numeric_input = DataValidation(
type="decimal", operator="between", formula1="-1e15", formula2="1e15", allow_blank=True
)
numeric_input.showErrorMessage = True
numeric_input.errorStyle = "stop"
numeric_input.errorTitle = "请输入数值"
numeric_input.error = "计算输入只接受范围内的数值或空白;请勿粘贴公式或文本。"
for index in editable_indices:
column_name = _column_name(index + 1)
numeric_input.add(f"{column_name}2:{column_name}{count + 1}")
data.data_validations.append(numeric_input)
token_secret = secrets.token_bytes(32)
customer_roster = {}
gross_index = next((col["index"] for col in mapping["columns"] if col["role"] == "gross"), None)
@@ -329,6 +383,12 @@ def build_formula_workbook(ds, member, export_context, output):
f'{_column_name(len(dims) + 6)}{row_number},""))'
),
)
for index in editable_indices:
cell = row[index]
if not hasattr(cell, "protection"):
cell = WriteOnlyCell(data, value=cell)
cell.protection = Protection(locked=False)
row[index] = cell
data.append(row)
customer_headers = [
"Group",
@@ -408,7 +468,13 @@ def build_formula_workbook(ds, member, export_context, output):
],
["ROI 口径", mapping["roi_formula"], "按导入映射保存的公式分支", "否"],
["自营产品集合", _text_cell(parameters, ", ".join(products)), "升单率和自营收入口径", "否"],
["产品毛利率", str(rates), "直接毛利缺失时的可编辑计算输入", "是"],
["产品毛利率快照", str(rates), "导入时保存的只读口径;修改需重新确认导入映射", "否"],
[
"对账容差",
"人数 0;金额 0.01;比率 0.0001;自定义 0.01",
"服务器 Decimal 参考与 Excel 结果的绝对差;正式财务验收前需确认",
"否",
],
[
"Excel 数值精度",
"IEEE-754 双精度",
@@ -443,6 +509,10 @@ def build_formula_workbook(ds, member, export_context, output):
["变化率", "差额/ABS(基期);基期为0或期间缺失时不可用。"],
["精度", "原始 Decimal 以文本留存;Excel 双精度存在细微误差可能。"],
["隐私", "客户标识替换为本文件随机 token,文件仍按敏感财务信息保护。"],
[
"编辑保护",
"工作表结构、人数去重、原始证据和公式列已保护;计算明细仅收入、成本、毛利输入、毛利率和原价金额可编辑。行结构变化请重新导出。",
],
]:
instructions.append(row)
for definition in custom_columns:
@@ -559,6 +629,7 @@ def build_formula_workbook(ds, member, export_context, output):
for key, name in METRICS.items():
formula_row = metric_rows[(label, key)]
value = reference[key]
tolerance = RECONCILE_TOLERANCES.get(key, DEFAULT_RECONCILE_TOLERANCE)
reconcile.append(
[
name,
@@ -567,24 +638,30 @@ def build_formula_workbook(ds, member, export_context, output):
"" if value is None else str(value),
f"='分析汇总'!{col}{formula_row}",
f'=IFERROR(E{reconcile_row}-D{reconcile_row},"")',
f'=IF(D{reconcile_row}="","无参考",IF(ISNUMBER(F{reconcile_row}),IF(ABS(F{reconcile_row})<0.01,"通过","待复核"),"待复核"))',
f'=IF(D{reconcile_row}="","无参考",IF(ISNUMBER(F{reconcile_row}),IF(ABS(F{reconcile_row})<={tolerance},"通过","待复核"),"待复核"))',
]
)
reconcile_row += 1
for index, definition in enumerate(custom_columns):
formula_row = metric_rows[(label, f"custom_{index}")]
custom_reference = evaluate(definition["expression"], reference)
reconcile.append(
[
_text_cell(reconcile, definition["name"]),
_text_cell(reconcile, label),
side_name,
"自定义公式无服务器参考",
"" if custom_reference is None else str(custom_reference),
f"='分析汇总'!{col}{formula_row}",
"",
"需业务验收",
f'=IFERROR(E{reconcile_row}-D{reconcile_row},"")',
f'=IF(D{reconcile_row}="","无参考",IF(ISNUMBER(F{reconcile_row}),IF(ABS(F{reconcile_row})<={DEFAULT_RECONCILE_TOLERANCE},"通过","待复核"),"待复核"))',
]
)
reconcile_row += 1
for sheet in wb.worksheets:
sheet.protection.sheet = True
sheet.protection.selectLockedCells = False
sheet.protection.selectUnlockedCells = True
wb.security.lockStructure = True
wb.calculation.fullCalcOnLoad = True
wb.calculation.forceFullCalc = True
wb.calculation.calcMode = "auto"
@@ -596,8 +673,8 @@ def process_formula_export(export_id):
job = FormulaExport.objects.select_related("dataset", "user").get(pk=export_id)
temporary = None
target = None
root = Path(settings.MEDIA_ROOT) / "formula-exports"
try:
root = Path(settings.MEDIA_ROOT) / "formula-exports"
if root.is_symlink():
raise ValueError("公式导出目录不能是符号链接")
root.mkdir(parents=True, exist_ok=True, mode=0o700)
@@ -609,6 +686,8 @@ def process_formula_export(export_id):
target.parent.chmod(0o700)
temporary = target.with_name(f"{job.pk}.{secrets.token_hex(8)}.tmp")
member = Membership.objects.get(user=job.user, organization=job.dataset.organization)
if not job.user.is_active or member.role not in ("admin", "analyst"):
raise PermissionError("账号已撤权,请重新提交导出")
if set(member.departments) != set(job.departments):
raise PermissionError("科室授权已变更,请重新提交导出")
descriptor = os.open(temporary, os.O_WRONLY | os.O_CREAT | os.O_EXCL, 0o600)
@@ -621,13 +700,12 @@ def process_formula_export(export_id):
job.save(update_fields=["path", "status", "error", "finished_at", "expires_at"])
return stats
except Exception as exc:
remaining = ""
for path in (temporary, target):
try:
if path is not None and not path.is_symlink():
path.unlink(missing_ok=True)
except OSError:
pass
job.status, job.error, job.path = "failed", str(exc)[:500], ""
if path is not None and not _safe_unlink_export(path, root):
if path.exists() or path.is_symlink():
remaining = str(path)
job.status, job.error, job.path = "failed", str(exc)[:500], remaining
job.finished_at, job.expires_at = timezone.now(), None
job.save(update_fields=["status", "error", "path", "finished_at", "expires_at"])
raise
+25
View File
@@ -1,4 +1,5 @@
import math
from decimal import Decimal, localcontext
from .analysis import METRICS
@@ -107,3 +108,27 @@ def to_excel(node, references):
if "number" in node:
return str(node["number"])
return f"({to_excel(node['left'], references)}{OPERATORS[node['operator']]}{to_excel(node['right'], references)})"
def evaluate(node, references):
"""Evaluate a validated expression with Decimal values and #N/A semantics."""
with localcontext() as decimal_context:
decimal_context.prec = 64
return _evaluate(node, references)
def _evaluate(node, references):
if "metric" in node:
return references.get(node["metric"])
if "number" in node:
return Decimal(str(node["number"]))
left, right = _evaluate(node["left"], references), _evaluate(node["right"], references)
if left is None or right is None:
return None
if node["operator"] == "add":
return left + right
if node["operator"] == "subtract":
return left - right
if node["operator"] == "multiply":
return left * right
return None if right == 0 else left / right
+79 -17
View File
@@ -3,12 +3,14 @@ from pathlib import Path
import httpx
from django.conf import settings
from django.db import transaction
from django.db.models import Q
from django.http import FileResponse, JsonResponse
from django.utils import timezone
from .analysis import METRICS, context, dimensions
from .formula_columns import available_metrics, ensure_available_metrics, validate_column
from .models import FormulaDefinition, FormulaExport
from .models import Dataset, FormulaDefinition, FormulaExport
from .views import APIError, audit, body, dataset, endpoint, limit
@@ -190,13 +192,23 @@ def formula_definitions(request, dataset_id):
if request.member.departments:
raise APIError("科室授权账号不可管理跨范围公式定义", 403)
if request.method == "GET":
items = FormulaDefinition.objects.filter(dataset=ds, user=request.user).order_by("normalized_name")
items = (
FormulaDefinition.objects.filter(dataset=ds)
.filter(Q(user=request.user) | Q(shared=True))
.select_related("user")
.order_by("normalized_name")
)
return JsonResponse(
{
"items": [
{
"id": str(item.pk),
"definition": item.definition,
"revision": item.revision,
"shared": item.shared,
"owned": item.user_id == request.user.pk,
"owner": item.user.username,
"history": item.history,
"updated_at": item.updated_at.isoformat(),
}
for item in items
@@ -204,28 +216,74 @@ def formula_definitions(request, dataset_id):
}
)
definition = validate_column(body(request).get("definition"))
data = body(request)
definition = validate_column(data.get("definition"))
shared = data.get("shared", False)
if type(shared) is not bool:
raise APIError("共享选项无效")
try:
ensure_available_metrics(ds, definition)
except ValueError as exc:
raise APIError(str(exc)) from exc
normalized_name = definition["name"].strip().casefold()
existing = FormulaDefinition.objects.filter(
dataset=ds, user=request.user, normalized_name=normalized_name
).first()
if not existing and FormulaDefinition.objects.filter(dataset=ds, user=request.user).count() >= 50:
raise APIError("每个数据集最多保存 50 个公式定义")
item, created = FormulaDefinition.objects.update_or_create(
dataset=ds,
user=request.user,
normalized_name=normalized_name,
defaults={"definition": definition},
)
audit(request, "formula_definition.save", item.pk, {"dataset": str(ds.pk), "name": definition["name"]})
requested_revision = data.get("revision")
with transaction.atomic():
Dataset.objects.select_for_update().get(pk=ds.pk)
existing = (
FormulaDefinition.objects.select_for_update()
.filter(dataset=ds, user=request.user, normalized_name=normalized_name)
.first()
)
if existing:
if requested_revision is not None and (
type(requested_revision) is not int or requested_revision != existing.revision
):
raise APIError("公式定义已在其他窗口更新,请重新载入", 409)
# ponytail: retain 20 revisions; use a separate history table if long-term retention is required.
existing.history = [
*existing.history,
{
"revision": existing.revision,
"definition": existing.definition,
"updated_at": existing.updated_at.isoformat(),
},
][-20:]
existing.definition = definition
existing.shared = shared if "shared" in data else existing.shared
existing.revision += 1
existing.save(update_fields=["definition", "revision", "shared", "history", "updated_at"])
item, created = existing, False
else:
if FormulaDefinition.objects.filter(dataset=ds, user=request.user).count() >= 50:
raise APIError("每个数据集最多保存 50 个公式定义")
item = FormulaDefinition.objects.create(
dataset=ds,
user=request.user,
normalized_name=normalized_name,
definition=definition,
shared=shared,
)
created = True
audit(
request,
"formula_definition.save",
item.pk,
{
"dataset": str(ds.pk),
"name": definition["name"],
"shared": item.shared,
"revision": item.revision,
},
)
return JsonResponse(
{
"id": str(item.pk),
"definition": item.definition,
"revision": item.revision,
"shared": item.shared,
"owned": True,
"owner": request.user.username,
"history": item.history,
"updated_at": item.updated_at.isoformat(),
},
status=201 if created else 200,
@@ -241,8 +299,10 @@ def formula_definition_delete(request, dataset_id, definition_id):
if not item:
raise APIError("公式定义不存在", 404)
name = item.definition.get("name", "")
audit(request, "formula_definition.delete", item.pk, {"dataset": str(ds.pk), "name": name})
item.delete()
with transaction.atomic():
item = FormulaDefinition.objects.select_for_update().get(pk=item.pk)
audit(request, "formula_definition.delete", item.pk, {"dataset": str(ds.pk), "name": name})
item.delete()
return JsonResponse({"deleted": True})
@@ -279,6 +339,8 @@ def formula_export_create(request, dataset_id):
def _owned_job(request, dataset_id, export_id):
if not request.user.is_active or request.member.role not in ("admin", "analyst"):
raise APIError("没有此导出任务的访问权限", 403)
job = FormulaExport.objects.filter(
pk=export_id,
dataset_id=dataset_id,
@@ -5,8 +5,10 @@ from pathlib import Path
from django.conf import settings
from django.core.management.base import BaseCommand
from django.db import transaction
from django.db.models import Q
from django.utils import timezone
from finance.exporting import _safe_unlink_export
from finance.models import FormulaExport
@@ -29,22 +31,30 @@ class Command(BaseCommand):
export_root = Path(settings.MEDIA_ROOT) / "formula-exports"
if export_root.is_symlink():
raise ValueError("公式导出目录不能是符号链接")
root = export_root.resolve()
root = export_root.absolute()
now = timezone.now()
jobs = files = 0
for job in FormulaExport.objects.filter(status="succeeded", expires_at__lte=now).iterator():
jobs_qs = FormulaExport.objects.filter(
Q(status="succeeded", expires_at__lte=now) | Q(status="failed", path__gt="")
).iterator()
for job in jobs_qs:
path = Path(job.path) if job.path else None
resolved = path.resolve() if path and path.is_absolute() and not path.is_symlink() else None
in_root = bool(resolved and resolved.is_relative_to(root))
try:
with transaction.atomic():
if in_root and resolved.is_file():
resolved.unlink()
deleted = bool(path and _safe_unlink_export(path, root))
if job.status == "succeeded":
if deleted or not path or not path.is_absolute() or not path.is_relative_to(root):
if deleted:
files += 1
job.status, job.path = "expired", ""
job.save(update_fields=["status", "path"])
jobs += 1
elif deleted:
files += 1
job.status, job.path = "expired", ""
job.save(update_fields=["status", "path"])
jobs += 1
job.path = ""
job.save(update_fields=["path"])
jobs += 1
except OSError as exc:
self.stderr.write(f"Could not remove expired export {job.pk}: {exc}")
+1 -1
View File
@@ -24,7 +24,7 @@ class Command(BaseCommand):
self.stdout.write("Another worker owns the database lock")
return
try:
self.run_jobs(options, postgres)
self.run_jobs(options, True)
finally:
if postgres:
with connection.cursor() as cursor:
+43
View File
@@ -0,0 +1,43 @@
# Generated by Django 5.2.17 on 2026-09-26 13:56
import django.db.models.deletion
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("finance", "0004_formuladefinition"),
]
operations = [
migrations.CreateModel(
name="AIConfig",
fields=[
(
"id",
models.BigAutoField(
auto_created=True, primary_key=True, serialize=False, verbose_name="ID"
),
),
("enabled", models.BooleanField(default=False)),
(
"provider",
models.CharField(
choices=[("openai", "OpenAI"), ("local", "本地 OpenAI 兼容服务")],
default="local",
max_length=16,
),
),
("base_url", models.CharField(blank=True, max_length=500)),
("api_key", models.CharField(blank=True, max_length=500)),
("model", models.CharField(blank=True, max_length=200)),
("updated_at", models.DateTimeField(auto_now=True)),
(
"organization",
models.OneToOneField(
on_delete=django.db.models.deletion.CASCADE, to="finance.organization"
),
),
],
),
]
@@ -0,0 +1,15 @@
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("finance", "0005_aiconfig"),
]
operations = [
migrations.AddField(
model_name="formuladefinition",
name="revision",
field=models.PositiveIntegerField(default=1),
),
]
@@ -0,0 +1,15 @@
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("finance", "0006_formuladefinition_revision"),
]
operations = [
migrations.AlterField(
model_name="dataset",
name="file",
field=models.FileField(max_length=500, upload_to="sources/%Y/%m"),
),
]
@@ -0,0 +1,22 @@
# Generated by Django 5.2.17 on 2026-10-07 23:50
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("finance", "0007_alter_dataset_file"),
]
operations = [
migrations.AddField(
model_name="formuladefinition",
name="history",
field=models.JSONField(default=list),
),
migrations.AddField(
model_name="formuladefinition",
name="shared",
field=models.BooleanField(default=False),
),
]
+16 -1
View File
@@ -22,7 +22,7 @@ class Dataset(models.Model):
organization = models.ForeignKey(Organization, on_delete=models.PROTECT)
created_by = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.PROTECT)
name = models.CharField(max_length=200)
file = models.FileField(upload_to="sources/%Y/%m")
file = models.FileField(upload_to="sources/%Y/%m", max_length=500)
sha256 = models.CharField(max_length=64)
status = models.CharField(max_length=16, default="mapping")
profile = models.JSONField(default=dict)
@@ -92,6 +92,18 @@ class Audit(models.Model):
created_at = models.DateTimeField(auto_now_add=True)
class AIConfig(models.Model):
organization = models.OneToOneField(Organization, on_delete=models.CASCADE)
enabled = models.BooleanField(default=False)
provider = models.CharField(
max_length=16, choices=[("openai", "OpenAI"), ("local", "本地 OpenAI 兼容服务")], default="local"
)
base_url = models.CharField(max_length=500, blank=True)
api_key = models.CharField(max_length=500, blank=True)
model = models.CharField(max_length=200, blank=True)
updated_at = models.DateTimeField(auto_now=True)
class Throttle(models.Model):
key = models.CharField(max_length=64, primary_key=True)
count = models.PositiveIntegerField(default=0)
@@ -121,6 +133,9 @@ class FormulaDefinition(models.Model):
user = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.CASCADE)
normalized_name = models.CharField(max_length=320)
definition = models.JSONField()
revision = models.PositiveIntegerField(default=1)
shared = models.BooleanField(default=False)
history = models.JSONField(default=list)
created_at = models.DateTimeField(auto_now_add=True)
updated_at = models.DateTimeField(auto_now=True)
+28 -6
View File
@@ -22,9 +22,9 @@ from django.utils import timezone
from openpyxl import Workbook
from openpyxl.cell import WriteOnlyCell
from .analysis import METRICS, analyze, context, default_preferences, dimensions, scoped_facts
from .analysis import METRICS, analyze, context, custom_columns, default_preferences, dimensions, scoped_facts
from .importing import file_digest, profile_file, suggest_mapping, validate_mapping
from .models import Audit, Dataset, Investigation, Membership, Preference, Throttle
from .models import AIConfig, Audit, Dataset, Investigation, Membership, Preference, Throttle
class APIError(Exception):
@@ -130,10 +130,20 @@ def serialize_dataset(ds, detailed=False, restricted=False, raw_access=True):
@endpoint(public=True)
def session(request):
ai_enabled = settings.AI_ENABLED and bool(settings.OPENAI_API_KEY and settings.OPENAI_MODEL)
if request.user.is_authenticated:
try:
cfg = AIConfig.objects.filter(organization=request.user.membership.organization).first()
if cfg:
ai_enabled = (
cfg.enabled and bool(cfg.model) and (cfg.provider == "local" or bool(cfg.api_key))
)
except Membership.DoesNotExist:
pass
data = {
"csrf": get_token(request),
"user": None,
"ai_enabled": settings.AI_ENABLED and bool(settings.OPENAI_API_KEY and settings.OPENAI_MODEL),
"ai_enabled": ai_enabled,
}
if request.user.is_authenticated:
try:
@@ -287,6 +297,14 @@ def query(request, dataset_id):
return JsonResponse(analyze(ds, request.member, body(request), pref))
def amount_text(value):
"""金额展示文本:去掉定点数存储尺度产生的多余尾零(如 10.000000000000000000000000 → 10)。"""
if value is None:
return None
text = format(value.normalize(), "f")
return "0" if text == "-0" else text
@endpoint(("POST",))
def evidence(request, dataset_id):
ds = dataset(request, dataset_id, True)
@@ -304,6 +322,9 @@ def evidence(request, dataset_id):
"source_row", "period", "dimensions", "revenue", "cost", "gross", "raw"
)
)
for row in rows:
for field in ("revenue", "cost", "gross"):
row[field] = amount_text(row[field])
# Raw patient/customer identifiers require an explicit administrator role.
if request.member.role != "admin":
for row in rows:
@@ -402,9 +423,9 @@ def export(request, dataset_id):
row.source_row,
row.period,
*[row.dimensions.get(d["key"], "") for d in dims],
row.revenue,
row.cost,
row.gross,
amount_text(row.revenue),
amount_text(row.cost),
amount_text(row.gross),
]
)
if workbook:
@@ -500,6 +521,7 @@ def investigations(request, dataset_id):
raise APIError("查看者不可修改调查状态", 403)
data = body(request)
ctx = context(ds, data.get("context", {}))
ctx["custom_columns"] = custom_columns(ds, data.get("context", {}))
status, note = data.get("status"), data.get("note", "")
if status not in ("open", "reviewing", "resolved") or not isinstance(note, str) or len(note) > 2000:
raise APIError("调查状态或备注无效")
+147 -82
View File
@@ -13,6 +13,7 @@ import {
Bell,
BookOpen,
ChevronRight,
Cpu,
Database,
Download,
Eye,
@@ -33,6 +34,8 @@ import { api, download, setCsrf } from "./api";
import { Chart } from "./Chart";
import {
AdminDialog,
AIConfigDialog,
FormulaColumnsDialog,
FormulaExportDialog,
Copilot,
EvidenceDialog,
@@ -43,9 +46,12 @@ import {
import {
format,
labels,
roleLabels,
type Analysis,
type Context,
type Dataset,
type FormulaColumn,
type SavedFormulaDefinition,
type Metric,
type Preferences,
type Row,
@@ -83,8 +89,10 @@ export function App() {
| "dictionary"
| "users"
| "audit"
| "ai"
| null
| "formula"
| "columns"
>(null),
[evidenceCtx, setEvidenceCtx] = useState<Context>(),
[chat, setChat] = useState(false),
@@ -94,6 +102,7 @@ export function App() {
[note, setNote] = useState(""),
[status, setStatus] = useState("open"),
[saved, setSaved] = useState(false);
const [formulaDefinitions, setFormulaDefinitions] = useState<SavedFormulaDefinition[]>([]);
const upload = useRef<HTMLInputElement>(null),
requestVersion = useRef(0);
const report = useCallback(
@@ -222,6 +231,8 @@ export function App() {
c.comparison === current.comparison &&
c.metric === current.metric &&
c.group === current.group &&
JSON.stringify(c.custom_columns || []) ===
JSON.stringify(current.custom_columns || []) &&
Object.keys(c.filters).length ===
Object.keys(current.filters).length &&
Object.entries(c.filters).every(
@@ -305,6 +316,26 @@ export function App() {
setPath([]);
setModal(null);
}
// 全部分组都为空的指标列(如数据集没有成本/ROI)不展示,避免占位挤压可用列。
const metricKeys = useMemo(() => {
const candidates = [
...new Set<Metric>([
"revenue",
"gross",
"cost",
"roi",
"customers",
ctx?.metric || "revenue",
]),
];
const available = candidates.filter(
(m) => m === "revenue" || (result?.rows || []).some((r) => r.values[m]?.current != null),
);
const custom = (ctx?.custom_columns || []).map((_, index) => `custom_${index}`);
return [...(available.length ? available : ["revenue"]), ...custom];
}, [result, ctx]);
const metricLabel = (metric: string) =>
labels[metric as Metric] || ctx?.custom_columns?.[Number(metric.slice(7))]?.name || metric;
const columns = useMemo<ColDef<Row>[]>(
() => [
{
@@ -324,23 +355,14 @@ export function App() {
</button>
),
},
...[
...new Set<Metric>([
"revenue",
"gross",
"cost",
"roi",
"customers",
ctx?.metric || "revenue",
]),
].map((metric) => ({
...metricKeys.map((metric) => ({
colId: metric,
headerName: labels[metric],
headerName: metricLabel(metric),
minWidth: 130,
valueGetter: (p: { data?: Row }) =>
p.data?.values[metric].current == null
p.data?.values[metric]?.current == null
? null
: Number(p.data.values[metric].current),
: Number(p.data.values[metric]?.current),
valueFormatter: (p: { value: unknown }) =>
format(p.value as number, metric),
cellClass: metric === ctx?.metric ? "metric-column" : "",
@@ -393,24 +415,34 @@ export function App() {
),
},
],
[ds, ctx, path],
[ds, ctx, path, metricKeys],
);
const rows = (result?.rows || []).filter(
(r) => (screen !== "anomalies" || r.anomaly) && r.label.includes(search),
);
const metric = ctx?.metric || "revenue";
const compactAxis = (value: number) => {
const abs = Math.abs(value);
if (abs >= 1e8) return `${value / 1e8}亿`;
if (abs >= 1e4) return `${value / 1e4}万`;
return String(value);
};
const trend = useMemo(
() => ({
color: ["#197568", "#5794c9"],
tooltip: { trigger: "axis" },
legend: { bottom: 0 },
grid: { top: 25, left: 65, right: 25, bottom: 65 },
grid: { top: 25, left: 85, right: 25, bottom: 65 },
xAxis: {
type: "category",
data: result?.trend.map((r) => r.period),
axisLabel: { color: "#73827b" },
axisLabel: { color: "#73827b", hideOverlap: true },
},
yAxis: {
type: "value",
splitLine: { lineStyle: { color: "#ecf0ee" } },
axisLabel: { hideOverlap: true },
},
yAxis: { type: "value", splitLine: { lineStyle: { color: "#ecf0ee" } } },
series: [
{
name: "实际收入",
@@ -440,7 +472,11 @@ export function App() {
() => ({
tooltip: { trigger: "axis" },
grid: { top: 15, left: 95, right: 30, bottom: 30 },
xAxis: { type: "value", splitLine: { lineStyle: { color: "#ecf0ee" } } },
xAxis: {
type: "value",
splitLine: { lineStyle: { color: "#ecf0ee" } },
axisLabel: { hideOverlap: true, formatter: compactAxis },
},
yAxis: {
type: "category",
inverse: true,
@@ -543,6 +579,10 @@ export function App() {
<ShieldCheck />
操作审计
</button>
<button onClick={() => setModal("ai")}>
<Cpu />
AI 模型
</button>
</>
)}
</nav>
@@ -871,6 +911,8 @@ export function App() {
missing_gross: "毛利缺失",
missing_customer: "客户标识缺失",
blank_rows: "空白行",
g_l_mismatch: "应收金额两列不一致",
i_n_mismatch: "实收与实际收入不一致",
} as Record<string, string>
)[k] || k}
<strong>{v.toLocaleString()}</strong>
@@ -1023,16 +1065,11 @@ export function App() {
)?.name
}
</th>
{(
[
"revenue",
"gross",
"cost",
"roi",
] as Metric[]
).map((m) => (
<th key={m}>{labels[m]}</th>
))}
{metricKeys
.filter((m) => m !== "customers" && m in labels)
.map((m) => (
<th key={m}>{metricLabel(m)}</th>
))}
<th>状态</th>
</tr>
</thead>
@@ -1040,15 +1077,10 @@ export function App() {
{result.rows.slice(0, 12).map((r) => (
<tr key={r.label}>
<th>{r.label}</th>
{(
[
"revenue",
"gross",
"cost",
"roi",
] as Metric[]
).map((m) => {
const v = r.values[m].change;
{metricKeys
.filter((m) => m !== "customers" && m in labels)
.map((m) => {
const v = r.values[m]?.change;
return (
<td key={m}>
<button
@@ -1062,7 +1094,7 @@ export function App() {
: "heat-positive"
}
onClick={() => {
setCtx({ ...ctx, metric: m });
setCtx({ ...ctx, metric: m as Metric });
setSelected(r);
setScreen("anomalies");
}}
@@ -1093,7 +1125,7 @@ export function App() {
<div className="investigation-band">
<section>
<div className="section-heading">
<h2>{labels[metric]}变化分解</h2>
<h2>{metricLabel(metric)}变化分解</h2>
<span>
{ctx.start} 至 {ctx.end}
</span>
@@ -1202,6 +1234,22 @@ export function App() {
>
<Calculator />
</button>
{!user.departments.length && (
<button
aria-label="选择网页自定义列"
title="选择网页自定义列"
onClick={() =>
api<{ items: SavedFormulaDefinition[] }>(`/datasets/${ds.id}/formula-definitions`)
.then((data) => {
setFormulaDefinitions(data.items);
setModal("columns");
})
.catch(report)
}
>
自定义列
</button>
)}
<button
className="icon"
aria-label="导出当前范围"
@@ -1220,48 +1268,53 @@ export function App() {
</div>
</div>
<div className="grid-layout">
<div className="grid">
<AgGridReact<Row>
theme={gridTheme}
rowData={rows}
columnDefs={columns}
defaultColDef={{
sortable: true,
filter: true,
resizable: true,
}}
pagination
paginationPageSize={20}
paginationPageSizeSelector={[20, 50, 100]}
getRowId={(p) => p.data.label}
onRowClicked={(e) => setSelected(e.data)}
localeText={{
noRowsToShow: "没有符合条件的分组",
page: "页",
of: "/",
to: "至",
more: "更多",
nextPage: "下一页",
previousPage: "上一页",
firstPage: "首页",
lastPage: "末页",
pageSizeSelectorLabel: "每页",
}}
{...(enterprise
? {
cellSelection: true,
sideBar: "columns",
statusBar: {
statusPanels: [
{
statusPanel: "agTotalRowCountComponent",
},
],
},
}
: {})}
/>
</div>
{rows.length ? (
<div className="grid">
<AgGridReact<Row>
theme={gridTheme}
rowData={rows}
columnDefs={columns}
defaultColDef={{
sortable: true,
filter: true,
resizable: true,
}}
pagination
paginationPageSize={20}
paginationPageSizeSelector={[20, 50, 100]}
getRowId={(p) => p.data.label}
onRowClicked={(e) => setSelected(e.data)}
localeText={{
page: "页",
of: "/",
to: "至",
more: "更多",
nextPage: "下一页",
previousPage: "上一页",
firstPage: "首页",
lastPage: "末页",
pageSizeSelectorLabel: "每页",
}}
{...(enterprise
? {
cellSelection: true,
sideBar: "columns",
statusBar: {
statusPanels: [
{
statusPanel: "agTotalRowCountComponent",
},
],
},
}
: {})}
/>
</div>
) : (
<p role="status" className="grid-empty">
没有符合条件的分组
</p>
)}
{selected && (
<aside className="explanation">
<div className="section-heading">
@@ -1416,6 +1469,17 @@ export function App() {
{modal === "formula" && ds && ctx && (
<FormulaExportDialog ds={ds} ctx={ctx} onClose={() => setModal(null)} />
)}
{modal === "columns" && ds && ctx && (
<FormulaColumnsDialog
definitions={formulaDefinitions}
selected={ctx.custom_columns || []}
onClose={() => setModal(null)}
onApply={(columns: FormulaColumn[]) => {
setCtx({ ...ctx, custom_columns: columns });
setModal(null);
}}
/>
)}
{modal === "settings" && ds && (
<SettingsDialog
ds={ds}
@@ -1465,7 +1529,7 @@ export function App() {
<tr key={c.index}>
<td>{c.name}</td>
<td>{c.description}</td>
<td>{c.role}</td>
<td>{roleLabels[c.role] || c.role}</td>
</tr>
))}
</tbody>
@@ -1476,6 +1540,7 @@ export function App() {
{(modal === "users" || modal === "audit") && (
<AdminDialog mode={modal} onClose={() => setModal(null)} />
)}
{modal === "ai" && <AIConfigDialog onClose={() => setModal(null)} />}
</div>
);
}
+303 -36
View File
@@ -1,10 +1,22 @@
import { useEffect, useRef, useState } from "react";
import { ChevronLeft, ChevronRight, Download, Save, Trash2, X } from "lucide-react";
import {
ChevronLeft,
ChevronRight,
Download,
Save,
Trash2,
X,
} from "lucide-react";
import { api } from "./api";
import {
labels,
roleLabels,
type AIConfig,
type Context,
type Dataset,
type FormulaColumn,
type FormulaExpression,
type SavedFormulaDefinition,
type Metric,
type Preferences,
type Session,
@@ -12,21 +24,6 @@ import {
type User = NonNullable<Session["user"]>;
type FormulaExpression =
| { metric: Metric }
| { number: number }
| {
operator: "add" | "subtract" | "multiply" | "divide";
left: FormulaExpression;
right: FormulaExpression;
};
type SavedFormulaDefinition = {
id: string;
definition: Record<string, unknown>;
updated_at: string;
};
function describeExpression(expression: FormulaExpression): string {
if ("metric" in expression) return labels[expression.metric];
if ("number" in expression) return String(expression.number);
@@ -164,7 +161,9 @@ export function ImportDialog({
"dimension",
"ignore",
].map((r) => (
<option key={r}>{r}</option>
<option key={r} value={r}>
{roleLabels[r] || r}
</option>
))}
</select>
</td>
@@ -366,6 +365,7 @@ export function EvidenceDialog({
};
}, [ds.id, ctx, side, page]);
function selectSide(value: "current" | "baseline") {
if (value === side && page === 0) return;
setResult(undefined);
setPage(0);
setSide(value);
@@ -405,7 +405,7 @@ export function EvidenceDialog({
</p>
)}
<div className="table-scroll">
<table>
<table className="evidence-table">
<thead>
<tr>
<th>来源行</th>
@@ -471,6 +471,153 @@ export function EvidenceDialog({
);
}
export function AIConfigDialog({ onClose }: { onClose: () => void }) {
const [value, setValue] = useState<AIConfig>({
enabled: false,
provider: "local",
base_url: "",
model: "",
api_key_set: false,
updated_at: null,
}),
[key, setKey] = useState(""),
[models, setModels] = useState<string[]>([]),
[error, setError] = useState(""),
[busy, setBusy] = useState(false),
[listing, setListing] = useState(false);
useEffect(() => {
api<AIConfig>("/ai-config")
.then((r) => setValue(r))
.catch((e) => setError((e as Error).message));
}, []);
async function fetchModels() {
setListing(true);
setError("");
try {
const r = await api<{ items: string[] }>("/ai-models");
setModels(r.items);
if (!r.items.length) setError("该服务没有返回可用模型");
} catch (e) {
setError((e as Error).message);
} finally {
setListing(false);
}
}
async function save() {
setBusy(true);
setError("");
try {
await api("/ai-config", "PUT", {
enabled: value.enabled,
provider: value.provider,
base_url: value.base_url,
model: value.model,
api_key: key,
});
setKey("");
setValue((v) => ({ ...v, api_key_set: v.api_key_set || Boolean(key) }));
if (value.base_url) await fetchModels();
} catch (e) {
setError((e as Error).message);
} finally {
setBusy(false);
}
}
return (
<Modal title="AI 模型配置" onClose={onClose} wide>
<div className="dialog-body">
<p className="muted">
配置财务分析助手使用的模型服务。数据库配置优先;未配置时回退到部署环境变量。
</p>
<label className="check">
<input
type="checkbox"
checked={value.enabled}
onChange={(e) => setValue({ ...value, enabled: e.target.checked })}
/>
启用 AI 模型理解问题
</label>
<label>
服务商
<select
value={value.provider}
onChange={(e) =>
setValue({
...value,
provider: e.target.value as AIConfig["provider"],
})
}
>
<option value="openai">OpenAI</option>
<option value="local">
本地 OpenAI 兼容服务(Ollama / LM Studio / vLLM)
</option>
</select>
</label>
<label>
Base URL
<input
value={value.base_url}
placeholder={
value.provider === "local"
? "http://127.0.0.1:11434/v1"
: "https://api.openai.com/v1"
}
onChange={(e) => setValue({ ...value, base_url: e.target.value })}
/>
</label>
<label>
API Key
<input
type="password"
value={key}
placeholder={
value.api_key_set ? "已配置,留空保持不变" : "本地服务通常可留空"
}
onChange={(e) => setKey(e.target.value)}
/>
</label>
<label>
模型
<input
list="ai-model-list"
value={value.model}
placeholder="模型名,如 qwen2.5:7b"
onChange={(e) => setValue({ ...value, model: e.target.value })}
/>
<datalist id="ai-model-list">
{models.map((m) => (
<option key={m} value={m} />
))}
</datalist>
</label>
<footer>
<button onClick={onClose}>取消</button>
<button
type="button"
disabled={listing || busy}
onClick={fetchModels}
>
{listing ? "获取中…" : "获取可用模型"}
</button>
<button className="primary" disabled={busy} onClick={save}>
{busy ? "保存中…" : "保存配置"}
</button>
</footer>
{error && (
<p role="alert" className="error">
{error}
</p>
)}
<p className="muted">
只向模型服务发送问题与维度/当前筛选,原始数据行不出服务器;密钥仅保存在后端,
配置修改会记入操作审计。
</p>
</div>
</Modal>
);
}
export function Copilot({
ds,
ctx,
@@ -550,7 +697,7 @@ export function Copilot({
checked={useModel}
onChange={(e) => setUseModel(e.target.checked)}
/>
使用外部 AI 理解问题
使用已配置的 AI 模型理解问题
</label>
{useModel && (
<label className="check">
@@ -675,7 +822,7 @@ export function FormulaExportDialog({
{ role: "user" | "assistant"; content: string }[]
>([]),
[draft, setDraft] = useState(""),
[column, setColumn] = useState<Record<string, unknown> | null>(null),
[column, setColumn] = useState<FormulaColumn | null>(null),
[questions, setQuestions] = useState<string[]>([]),
[task, setTask] = useState<{
id: string;
@@ -684,9 +831,30 @@ export function FormulaExportDialog({
}>(),
[definitions, setDefinitions] = useState<SavedFormulaDefinition[]>([]),
[selectedDefinition, setSelectedDefinition] = useState(""),
[shared, setShared] = useState(false),
[loadedDefinition, setLoadedDefinition] = useState<FormulaColumn | null>(null),
[consent, setConsent] = useState(false),
[busy, setBusy] = useState(false),
[error, setError] = useState("");
const draftKey = `traceiq.formula-draft.${ds.id}`;
const [draftRestored, setDraftRestored] = useState(false);
useEffect(() => {
try {
const stored = sessionStorage.getItem(draftKey);
if (stored) {
const saved = JSON.parse(stored);
setDraft(saved.draft || "");
setMessages(saved.messages || []);
setColumn(saved.column || null);
}
} catch {
sessionStorage.removeItem(draftKey);
}
setDraftRestored(true);
}, [draftKey]);
useEffect(() => {
if (draftRestored) sessionStorage.setItem(draftKey, JSON.stringify({ draft, messages, column }));
}, [draftKey, draftRestored, draft, messages, column]);
useEffect(() => {
api<{ items: SavedFormulaDefinition[] }>(
`/datasets/${ds.id}/formula-definitions`,
@@ -713,7 +881,10 @@ export function FormulaExportDialog({
async function send() {
const text = draft.trim();
if (!text || !consent || userTurns >= 6) return;
const next = [...messages, { role: "user" as const, content: text }];
const content = loadedDefinition
? `已载入的原始定义:${JSON.stringify(loadedDefinition)}\n本次补充:${text}`
: text;
const next = [...messages, { role: "user" as const, content }];
setBusy(true);
setError("");
setQuestions([]);
@@ -722,7 +893,7 @@ export function FormulaExportDialog({
const result = await api<{
complete: boolean;
questions: string[];
column: Record<string, unknown> | null;
column: FormulaColumn | null;
}>(`/datasets/${ds.id}/formula-design`, "POST", {
context: ctx,
messages: next,
@@ -739,6 +910,7 @@ export function FormulaExportDialog({
]);
setQuestions(result.questions);
setColumn(result.column);
setLoadedDefinition(null);
setDraft("");
} catch (e) {
setError((e as Error).message);
@@ -747,7 +919,7 @@ export function FormulaExportDialog({
}
}
async function create() {
if (!column) return;
if (!column && !ctx.custom_columns?.length) return;
setBusy(true);
setError("");
try {
@@ -755,7 +927,12 @@ export function FormulaExportDialog({
await api<{ id: string; status: string }>(
`/datasets/${ds.id}/formula-exports`,
"POST",
{ ...ctx, custom_columns: [column] },
{
...ctx,
custom_columns: column
? [...(ctx.custom_columns || []).filter((item) => item.name !== column.name), column]
: ctx.custom_columns,
},
),
);
} catch (e) {
@@ -772,11 +949,24 @@ export function FormulaExportDialog({
const saved = await api<SavedFormulaDefinition>(
`/datasets/${ds.id}/formula-definitions`,
"POST",
{ definition: column },
{
definition: column,
shared,
revision: definitions.find(
(item) =>
(item.id === selectedDefinition && item.owned) ||
(item.owned &&
String(item.definition.name).trim().toLowerCase() ===
String(column.name).trim().toLowerCase()),
)?.revision,
},
);
setDefinitions((items) =>
[...items.filter((item) => item.id !== saved.id), saved].sort((a, b) =>
String(a.definition.name).localeCompare(String(b.definition.name), "zh-CN"),
String(a.definition.name).localeCompare(
String(b.definition.name),
"zh-CN",
),
),
);
setSelectedDefinition(saved.id);
@@ -789,8 +979,14 @@ export function FormulaExportDialog({
function loadDefinition(id: string) {
setSelectedDefinition(id);
const saved = definitions.find((item) => item.id === id);
if (!saved) return;
if (!saved) {
setLoadedDefinition(null);
setColumn(null);
return;
}
setColumn(saved.definition);
setShared(saved.owned && saved.shared);
setLoadedDefinition(saved.definition);
setMessages([]);
setQuestions([]);
setDraft("");
@@ -808,6 +1004,7 @@ export function FormulaExportDialog({
items.filter((item) => item.id !== selectedDefinition),
);
setSelectedDefinition("");
setLoadedDefinition(null);
setColumn(null);
} catch (e) {
setError((e as Error).message);
@@ -817,15 +1014,10 @@ export function FormulaExportDialog({
}
async function getFile() {
try {
const blob = await api<Blob>(
`/datasets/${ds.id}/formula-exports/${task!.id}/download`,
),
url = URL.createObjectURL(blob),
link = document.createElement("a");
link.href = url;
const link = document.createElement("a");
link.href = `/api/datasets/${ds.id}/formula-exports/${task!.id}/download`;
link.download = "traceiq-formula-analysis.xlsx";
link.click();
window.setTimeout(() => URL.revokeObjectURL(url), 1000);
} catch (e) {
setError((e as Error).message);
}
@@ -834,6 +1026,11 @@ export function FormulaExportDialog({
<Modal title="生成公式工作簿" onClose={onClose} wide>
<div className="dialog-body">
<p>描述新列含义、计算方式、适用范围,以及缺失值或零分母处理方式。</p>
{!column && !task && !!ctx.custom_columns?.length && (
<button disabled={busy} onClick={create}>
按网页已选 {ctx.custom_columns.length} 列生成工作簿
</button>
)}
{definitions.length > 0 && !task && (
<div className="form-row">
<label>
@@ -846,7 +1043,7 @@ export function FormulaExportDialog({
<option value="">选择定义</option>
{definitions.map((item) => (
<option key={item.id} value={item.id}>
{String(item.definition.name)}
{item.definition.name}{item.owned ? "" : `(${item.owner}共享)`}
</option>
))}
</select>
@@ -855,13 +1052,27 @@ export function FormulaExportDialog({
className="icon"
aria-label="删除所选定义"
title="删除所选定义"
disabled={busy || !selectedDefinition}
disabled={busy || !definitions.find((item) => item.id === selectedDefinition)?.owned}
onClick={deleteDefinition}
>
<Trash2 />
</button>
</div>
)}
{definitions.find((item) => item.id === selectedDefinition)?.history.length ? (
<details>
<summary>版本历史(最近 20 次,可载入后另存)</summary>
{definitions.find((item) => item.id === selectedDefinition)!.history.map((version) => (
<button key={version.revision} disabled={busy} onClick={() => {
setColumn(version.definition);
setLoadedDefinition(version.definition);
setMessages([]);
}}>
载入版本 {version.revision} · {version.definition.meaning}
</button>
))}
</details>
) : null}
<label className="check">
<input
type="checkbox"
@@ -904,6 +1115,10 @@ export function FormulaExportDialog({
</p>
<p>适用范围:{String(column.scope)}</p>
<p>缺失/零分母:{String(column.missing)}</p>
<label className="check">
<input type="checkbox" checked={shared} onChange={(event) => setShared(event.target.checked)} />
保存时共享给当前数据集的其他全范围分析账号
</label>
<button
disabled={busy || Boolean(draft.trim())}
onClick={saveDefinition}
@@ -950,3 +1165,55 @@ export function FormulaExportDialog({
</Modal>
);
}
export function FormulaColumnsDialog({
definitions,
selected,
onApply,
onClose,
}: {
definitions: SavedFormulaDefinition[];
selected: FormulaColumn[];
onApply: (columns: FormulaColumn[]) => void;
onClose: () => void;
}) {
const selectedNames = new Set(selected.map((column) => column.name));
const [checked, setChecked] = useState(
() => new Set(definitions.filter((item) => selectedNames.has(item.definition.name)).map((item) => item.id)),
);
function toggle(id: string) {
setChecked((current) => {
const next = new Set(current);
if (next.has(id)) next.delete(id);
else if (next.size < 10) next.add(id);
return next;
});
}
return (
<Modal title="选择网页自定义列" onClose={onClose}>
<div className="dialog-body">
<p>已保存定义会由服务端统一计算并显示在分析表格中,最多选择 10 列。</p>
{!definitions.length && <p className="muted">暂无已保存定义,请先在公式工作簿中保存。</p>}
{definitions.map((item) => (
<label className="check" key={item.id}>
<input
type="checkbox"
checked={checked.has(item.id)}
onChange={() => toggle(item.id)}
/>
{item.definition.name}:{item.definition.meaning}{item.owned ? "" : `(${item.owner}共享)`}
</label>
))}
<footer>
<button onClick={onClose}>取消</button>
<button
className="primary"
onClick={() => onApply(definitions.filter((item) => checked.has(item.id)).map((item) => item.definition))}
>
应用
</button>
</footer>
</div>
</Modal>
);
}
+22 -7
View File
@@ -484,7 +484,7 @@ a {
display: flex;
flex-direction: column;
align-items: stretch;
padding: 20px 20px 16px;
padding: 18px 16px 14px;
gap: 16px;
background: white;
min-width: 0;
@@ -510,12 +510,13 @@ a {
}
.kpi strong {
text-align: left;
font-size: 24px;
font-size: 21px;
line-height: 1.25;
font-weight: 620;
font-variant-numeric: tabular-nums;
white-space: normal;
overflow-wrap: anywhere;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
.kpi-bottom {
display: flex;
@@ -1271,9 +1272,6 @@ details {
.kpi {
padding: 17px 13px;
}
.kpi strong {
font-size: 21px;
}
.chart-band {
gap: 15px;
}
@@ -1562,3 +1560,20 @@ details {
scroll-behavior: auto !important;
}
}
.grid-empty {
margin: 0;
padding: 40px 0;
text-align: center;
color: var(--muted, #5b6675);
border: 1px dashed var(--line);
border-radius: 6px;
width: 100%;
}
.evidence-table {
min-width: 960px;
}
.evidence-table th {
white-space: nowrap;
}
+51 -3
View File
@@ -32,6 +32,20 @@ export interface Column {
key: string;
confidence: number;
}
export const roleLabels: Record<string, string> = {
period: "期间",
year: "年份",
month: "月份",
dimension: "维度",
customer: "客户标识",
quantity: "数量",
revenue: "实际收入",
cost: "成本",
gross: "毛利贡献",
list_amount: "应收金额",
discount: "折扣金额",
ignore: "未使用",
};
export interface Mapping {
sheet: string;
header: number;
@@ -84,6 +98,32 @@ export interface Context {
filters: Record<string, string>;
group: string;
metric: Metric;
custom_columns?: FormulaColumn[];
}
export type FormulaExpression =
| { metric: Metric }
| { number: number }
| {
operator: "add" | "subtract" | "multiply" | "divide";
left: FormulaExpression;
right: FormulaExpression;
};
export interface FormulaColumn {
name: string;
meaning: string;
scope: string;
missing: string;
expression: FormulaExpression;
}
export interface SavedFormulaDefinition {
id: string;
definition: FormulaColumn;
revision: number;
updated_at: string;
shared: boolean;
owned: boolean;
owner: string;
history: { revision: number; definition: FormulaColumn; updated_at: string }[];
}
export interface Value {
current: Numeric;
@@ -93,7 +133,7 @@ export interface Value {
}
export interface Row {
label: string;
values: Record<Metric, Value>;
values: Record<string, Value>;
rows: number;
baseline_rows: number;
anomaly: boolean;
@@ -107,15 +147,23 @@ export interface Analysis {
current: string[];
baseline: string[];
};
summary: Record<Metric, Value>;
summary: Record<string, Value>;
rows: Row[];
trend: ({ period: string } & Record<Metric, Numeric>)[];
trend: ({ period: string } & Record<string, Numeric>)[];
row_count: number;
anomaly_count: number;
comparable: boolean;
notice: string;
version: string;
}
export interface AIConfig {
enabled: boolean;
provider: "openai" | "local";
base_url: string;
model: string;
api_key_set: boolean;
updated_at: string | null;
}
export interface Session {
csrf: string;
user: {
+123
View File
@@ -0,0 +1,123 @@
#!/usr/bin/env bash
# 一键启动本地开发环境:迁移 → 初始化管理员 → 构建前端 → 启动 API+worker → 打开页面。
# 默认使用 SQLite 轻量开发库(var/db.sqlite3);设置 DATABASE_URL 则使用 PostgreSQL。
# Ctrl-C 或 --stop 停止本脚本启动的进程。
set -euo pipefail
ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
cd "$ROOT"
PORT="${PORT:-8000}"
SERVER_PID_FILE="var/dev-server.pid"
WORKER_PID_FILE="var/dev-worker.pid"
SERVER_LOG="var/dev-server.log"
WORKER_LOG="var/dev-worker.log"
die() { echo "错误:$*" >&2; exit 1; }
detect_python() {
if [ -x ".venv/bin/python" ]; then
PY=".venv/bin/python"
elif command -v uv >/dev/null 2>&1; then
PY="uv run python"
else
die "未找到 .venv/bin/python 或 uv,请先安装依赖(uv sync)"
fi
}
read_pidfile() { [ -f "$1" ] && cat "$1" || true; }
stop_all() {
local stopped=0 pid
for file in "$SERVER_PID_FILE" "$WORKER_PID_FILE"; do
pid="$(read_pidfile "$file")"
if [ -n "$pid" ] && kill -0 "$pid" 2>/dev/null; then
kill "$pid" 2>/dev/null || true
stopped=1
fi
rm -f "$file"
done
[ "$stopped" = 1 ] && echo "已停止本地开发服务" || echo "没有正在运行的开发服务"
}
health_ok() { curl -fsS --max-time 2 "http://127.0.0.1:$PORT/api/health" >/dev/null 2>&1; }
open_page() {
local url="http://127.0.0.1:$PORT/"
if command -v open >/dev/null 2>&1; then open "$url"
elif command -v xdg-open >/dev/null 2>&1; then xdg-open "$url" >/dev/null 2>&1 || true
fi
}
case "${1:-}" in
--stop)
stop_all
exit 0
;;
"" | --no-open) ;;
*) die "未知参数:$1(支持 --stop / --no-open)" ;;
esac
detect_python
mkdir -p var
if health_ok; then
echo "已在 $PORT 端口运行,直接打开页面"
[ "${1:-}" != "--no-open" ] && open_page
exit 0
fi
if [ -z "${DATABASE_URL:-}" ]; then
echo "未设置 DATABASE_URL,使用 SQLite 轻量开发库 var/db.sqlite3(仅限页面测试与开发回归)"
fi
echo "执行数据库迁移…"
$PY manage.py migrate --no-input >/dev/null
# init_local.py 以数据库为准幂等执行:缺 admin 时创建并写凭据文件,已存在则跳过
echo "初始化本地管理员(已存在则跳过)…"
PYTHONPATH="$ROOT" $PY scripts/init_local.py
if [ ! -d frontend/dist ]; then
echo "构建前端(首次)…"
npm run build >/dev/null
fi
echo "启动 worker(日志 ${WORKER_LOG})…"
nohup $PY manage.py import_worker >"$WORKER_LOG" 2>&1 &
echo $! >"$WORKER_PID_FILE"
echo "启动 API 服务…"
nohup $PY manage.py runserver "127.0.0.1:$PORT" --noreload >"$SERVER_LOG" 2>&1 &
echo $! >"$SERVER_PID_FILE"
cleanup() {
stop_all >/dev/null 2>&1 || true
}
trap cleanup INT TERM
for _ in $(seq 1 30); do
if health_ok; then
break
fi
if [ -n "$(read_pidfile "$SERVER_PID_FILE")" ] && ! kill -0 "$(read_pidfile "$SERVER_PID_FILE")" 2>/dev/null; then
tail -20 "$SERVER_LOG" >&2
die "API 服务启动失败(完整日志:${SERVER_LOG})"
fi
sleep 1
done
health_ok || { tail -20 "$SERVER_LOG" >&2; die "健康检查超时(日志:${SERVER_LOG})"; }
echo
echo "本地开发环境已就绪:http://127.0.0.1:$PORT"
[ -f var/local-access.txt ] && echo "登录凭据:var/local-access.txt(用户名 admin,权限 0600)"
if [ -z "${DATABASE_URL:-}" ]; then
echo "提示:当前为 SQLite 轻量模式;高精度金额聚合与生产验收请按 README 配置 PostgreSQL。"
fi
echo "日志:${SERVER_LOG} / ${WORKER_LOG} · Ctrl-C 或 scripts/dev_up.sh --stop 停止"
echo
[ "${1:-}" != "--no-open" ] && open_page
wait "$(read_pidfile "$SERVER_PID_FILE")" || true
cleanup
+1
View File
@@ -93,6 +93,7 @@ MAX_UPLOAD_BYTES = int(os.environ.get("MAX_UPLOAD_BYTES", 64 * 1024 * 1024))
MAX_IMPORT_ROWS = int(os.environ.get("MAX_IMPORT_ROWS", 1000000))
OPENAI_API_KEY = os.environ.get("OPENAI_API_KEY", "")
OPENAI_MODEL = os.environ.get("OPENAI_MODEL", "")
OPENAI_BASE_URL = os.environ.get("OPENAI_BASE_URL", "https://api.openai.com/v1")
AI_ENABLED = os.environ.get("AI_ENABLED", "0") == "1"
LOGGING = {
"version": 1,
+3
View File
@@ -1,6 +1,7 @@
from django.urls import path
from finance import formula_views, views
from finance.ai import ai_config, ai_models
from finance.assistant import assistant
urlpatterns = [
@@ -11,6 +12,8 @@ urlpatterns = [
path("api/datasets", views.datasets),
path("api/users", views.users),
path("api/audit", views.audit_log),
path("api/ai-config", ai_config),
path("api/ai-models", ai_models),
path("api/datasets/<uuid:dataset_id>", views.dataset_detail),
path("api/datasets/<uuid:dataset_id>/mapping", views.mapping),
path("api/datasets/<uuid:dataset_id>/query", views.query),
+24 -3
View File
@@ -119,15 +119,36 @@ test("新增列:补充信息触发追问并重新确认后生成公式工作
);
await dialog.getByLabel("关闭", { exact: true }).click();
await page.getByRole("button", { name: "选择网页自定义列" }).click();
const columns = page.getByRole("dialog", { name: "选择网页自定义列" });
await columns.getByRole("checkbox", { name: /收入成本差/ }).check();
const customQuery = page.waitForResponse(
(response) =>
response.url().includes("/query") && response.request().method() === "POST",
);
await columns.getByRole("button", { name: "应用", exact: true }).click();
const customResult = await (await customQuery).json();
expect(customResult.summary.custom_0.current).toBe("1000");
expect(customResult.rows[0].values.custom_0.current).toBe("1000");
await page.getByRole("button", { name: "生成公式工作簿" }).click();
const reopened = page.getByRole("dialog", { name: "生成公式工作簿" });
await reopened.getByLabel("已保存定义").selectOption({ label: "收入成本差" });
await expect(reopened).toContainText("计算表达式:(实际收入 − 成本)");
await reopened.getByLabel("列计算描述").fill("把刚才公式乘以 100");
await expect(
reopened.getByRole("button", { name: "先发送补充内容" }),
).toBeDisabled();
await reopened
.getByRole("button", { name: "确认并生成公式工作簿" })
.click();
.getByLabel("同意将描述、指标定义和当前筛选范围发送至已配置的外部 AI 服务")
.check();
await reopened.getByRole("button", { name: "发送描述" }).click();
expect(sentMessages[0].content).toContain('"name":"收入成本差"');
expect(sentMessages[0].content).toContain('"operator":"subtract"');
expect(sentMessages[0].content).toContain("把刚才公式乘以 100");
await reopened.getByRole("button", { name: "确认并生成公式工作簿" }).click();
await expect(reopened.getByRole("status")).toContainText("生成完成", {
timeout: 30000,
});
expect(designCalls).toBe(4);
expect(designCalls).toBe(5);
});
+54 -23
View File
@@ -30,7 +30,9 @@ test("桌面:真实导入、异常、下钻、证据、设置、Copilot、导
});
await uploaded;
const dialog = page.getByRole("dialog");
await expect(dialog.getByRole("heading", { name: "确认导入字段" })).toBeVisible();
await expect(
dialog.getByRole("heading", { name: "确认导入字段" }),
).toBeVisible();
await dialog.getByRole("button", { name: "确认并导入" }).click();
await expect(
page.getByRole("heading", { name: "集团经营总览", exact: true }),
@@ -85,7 +87,14 @@ test("桌面:真实导入、异常、下钻、证据、设置、Copilot、导
await expect(evidenceDialog).toContainText("1 条");
await expect(evidenceDialog).toContainText("2026-08");
await expect(evidenceDialog).toContainText("CSV");
await evidenceDialog.getByRole("button", { name: "基期", exact: true }).click();
await evidenceDialog
.getByRole("button", { name: "本期", exact: true })
.click();
await expect(evidenceDialog).toContainText("2026-08");
await expect(evidenceDialog).not.toContainText("加载中");
await evidenceDialog
.getByRole("button", { name: "基期", exact: true })
.click();
await expect(evidenceDialog).toContainText("2025-08");
await evidenceDialog.getByLabel("关闭", { exact: true }).click();
const evidenceOffsets: number[] = [];
@@ -111,10 +120,17 @@ test("桌面:真实导入、异常、下钻、证据、设置、Copilot、导
});
await page.getByLabel("查看医生A证据", { exact: true }).click();
await expect(evidenceDialog).toContainText("第 1-50 条,共 51 条");
await evidenceDialog.getByRole("button", { name: "下一页", exact: true }).click();
await evidenceDialog
.getByRole("button", { name: "下一页", exact: true })
.click();
await expect(evidenceDialog).toContainText("第 51-51 条,共 51 条");
await expect(evidenceDialog).toContainText("2026-09");
expect(evidenceOffsets).toEqual([0, 50]);
await evidenceDialog
.getByRole("button", { name: "基期", exact: true })
.click();
await expect(evidenceDialog).toContainText("第 1-50 条,共 51 条");
await expect(evidenceDialog).not.toContainText("2026-09");
await evidenceDialog.getByLabel("关闭", { exact: true }).click();
await page
.getByRole("navigation", { name: "分析路径" })
@@ -164,38 +180,53 @@ test("桌面:真实导入、异常、下钻、证据、设置、Copilot、导
await page.route("**/formula-design", async (route) => {
designCalls++;
await route.fulfill({
json: designCalls === 1
? { complete: false, questions: ["缺失值和零分母如何处理?"], column: null }
: {
complete: true,
questions: [],
column: {
name: "收入成本差",
meaning: "实际收入减成本",
scope: "所选分组与期间",
missing: "结果不可用(#N/A);零分母不可用",
expression: {
operator: "subtract",
left: { metric: "revenue" },
right: { metric: "cost" },
json:
designCalls === 1
? {
complete: false,
questions: ["缺失值和零分母如何处理?"],
column: null,
}
: {
complete: true,
questions: [],
column: {
name: "收入成本差",
meaning: "实际收入减成本",
scope: "所选分组与期间",
missing: "结果不可用(#N/A);零分母不可用",
expression: {
operator: "subtract",
left: { metric: "revenue" },
right: { metric: "cost" },
},
},
},
},
});
});
await page.getByRole("button", { name: "生成公式工作簿" }).click();
const formulaDialog = page.getByRole("dialog", { name: "生成公式工作簿" });
await formulaDialog.getByRole("checkbox").check();
await formulaDialog.getByLabel("列计算描述").fill("新增收入成本差,缺失或零分母显示不可用");
await formulaDialog
.getByLabel("列计算描述")
.fill("新增收入成本差,缺失或零分母显示不可用");
await formulaDialog.getByRole("button", { name: "发送描述" }).click();
await expect(formulaDialog).toContainText("缺失值和零分母如何处理?");
await formulaDialog.getByLabel("列计算描述").fill("缺失项和零分母都按不可用处理");
await formulaDialog
.getByLabel("列计算描述")
.fill("缺失项和零分母都按不可用处理");
await formulaDialog.getByRole("button", { name: "发送描述" }).click();
await formulaDialog.getByRole("button", { name: "确认并生成公式工作簿" }).click();
await expect(formulaDialog.getByRole("status")).toContainText("生成完成", { timeout: 30000 });
await formulaDialog
.getByRole("button", { name: "确认并生成公式工作簿" })
.click();
await expect(formulaDialog.getByRole("status")).toContainText("生成完成", {
timeout: 30000,
});
const formulaDownload = page.waitForEvent("download");
await formulaDialog.getByRole("button", { name: "下载公式工作簿" }).click();
expect((await formulaDownload).suggestedFilename()).toBe("traceiq-formula-analysis.xlsx");
expect((await formulaDownload).suggestedFilename()).toBe(
"traceiq-formula-analysis.xlsx",
);
await formulaDialog.getByLabel("关闭").click();
});
test("手机:登录、总览、设置、Copilot 布局无横向溢出", async ({ page }) => {
+209 -4
View File
@@ -1,17 +1,182 @@
import json
from unittest.mock import patch
import httpx
import pytest
from django.contrib.auth.models import User
from django.test import Client
from finance.assistant import model_intent
from finance.models import Audit, FormulaDefinition, FormulaExport, Membership
from finance.models import AIConfig, Audit, FormulaDefinition, FormulaExport, Membership
pytestmark = pytest.mark.django_db
def completed_response(intent=None):
class Response:
def raise_for_status(self):
return None
def json(self):
return {
"status": "completed",
"output": [
{
"content": [
{
"type": "output_text",
"text": json.dumps(
intent
or {
"action": "overview",
"metric": "revenue",
"group": "department",
"filters": [{"key": "department", "value": "儿科"}],
}
),
}
]
}
],
}
return Response()
def test_ai_config_requires_full_admin_and_masks_key(workspace):
ds, member, client, _, _ = workspace
url = "/api/ai-config"
viewer = User.objects.create_user("ai-viewer", password="Finance-TestPassword991!")
Membership.objects.create(user=viewer, organization=ds.organization, role="viewer")
viewer_client = Client()
assert viewer_client.login(username="ai-viewer", password="Finance-TestPassword991!")
assert viewer_client.get(url).status_code == 403
member.departments = ["儿科"]
member.save(update_fields=["departments"])
scoped = Client()
assert scoped.login(username=member.user.username, password="Finance-TestPassword991!")
assert scoped.get(url).status_code == 403
member.departments = []
member.save(update_fields=["departments"])
assert client.get(url).json() == {
"enabled": False,
"provider": "local",
"base_url": "",
"model": "",
"api_key_set": False,
"updated_at": None,
}
invalid = [
{"enabled": True, "provider": "local", "base_url": "", "model": "qwen2.5:7b"},
{"enabled": True, "provider": "openai", "base_url": "", "model": "gpt-4o"},
{"enabled": True, "provider": "local", "base_url": "ftp://x", "model": "m"},
{"enabled": True, "provider": "local", "base_url": "http://x/v1", "model": ""},
]
for payload in invalid:
assert client.put(url, data=payload, content_type="application/json").status_code == 400
saved = client.put(
url,
data={
"enabled": True,
"provider": "local",
"base_url": "http://127.0.0.1:11434/v1",
"api_key": "ollama-secret",
"model": "qwen2.5:7b",
},
content_type="application/json",
)
assert saved.status_code == 200
shown = client.get(url).json()
assert shown["api_key_set"] is True
assert shown["enabled"] is True and shown["provider"] == "local"
assert "ollama-secret" not in json.dumps(shown)
assert client.get("/api/session").json()["ai_enabled"] is True
assert Audit.objects.filter(action="ai_config.update").exists()
def test_ai_models_lists_local_models(workspace):
ds, _, client, _, _ = workspace
client.put(
"/api/ai-config",
data={
"enabled": False,
"provider": "local",
"base_url": "http://127.0.0.1:11434/v1",
"model": "",
},
content_type="application/json",
)
with patch("finance.ai.httpx.Client") as http:
http.return_value.__enter__.return_value.get.return_value = type(
"Response",
(),
{
"raise_for_status": lambda self: None,
"json": lambda self: {"data": [{"id": "qwen2.5:7b"}, {"id": "llama3.1:8b"}]},
},
)()
listed = client.get("/api/ai-models")
assert listed.status_code == 200
assert listed.json()["items"] == ["qwen2.5:7b", "llama3.1:8b"]
call = http.return_value.__enter__.return_value.get.call_args
assert call.args[0] == "http://127.0.0.1:11434/v1/models"
with patch("finance.ai.httpx.Client") as http:
http.return_value.__enter__.return_value.get.side_effect = httpx.ConnectError("boom")
failed = client.get("/api/ai-models")
assert failed.status_code == 502
def test_assistant_uses_org_db_config(workspace):
ds, _, client, *_ = workspace
client.put(
"/api/ai-config",
data={
"enabled": True,
"provider": "local",
"base_url": "http://127.0.0.1:11434/v1",
"model": "qwen2.5:7b",
},
content_type="application/json",
)
with patch("finance.assistant.httpx.Client") as http:
http.return_value.__enter__.return_value.post.return_value = completed_response()
response = client.post(
f"/api/datasets/{ds.pk}/assistant",
data={
"question": "分析儿科收入",
"context": {"start": "2026-08", "end": "2026-08", "comparison": "yoy", "group": "department"},
"use_model": True,
"consent": True,
},
content_type="application/json",
)
assert response.status_code == 200
assert response.json()["provider"] == "local"
call = http.return_value.__enter__.return_value.post.call_args
assert call.args[0] == "http://127.0.0.1:11434/v1/responses"
assert call.kwargs["json"]["model"] == "qwen2.5:7b"
assert "Authorization" not in call.kwargs["headers"]
disabled = AIConfig.objects.get(organization=ds.organization)
disabled.enabled = False
disabled.save(update_fields=["enabled"])
denied = client.post(
f"/api/datasets/{ds.pk}/assistant",
data={"question": "分析儿科收入", "use_model": True, "consent": True},
content_type="application/json",
)
assert denied.status_code == 503
def test_model_intent_accepts_only_valid_dimensions_and_sends_no_rows(workspace, settings):
ds, _, _, _, _ = workspace
settings.AI_ENABLED = True
settings.OPENAI_MODEL = "test-model"
settings.OPENAI_API_KEY = "test-key"
@@ -58,6 +223,7 @@ def test_model_intent_accepts_only_valid_dimensions_and_sends_no_rows(workspace,
def test_model_intent_rejects_unknown_filter_and_incomplete_provider_response(workspace, settings):
ds, *_ = workspace
settings.AI_ENABLED = True
settings.OPENAI_MODEL = "test-model"
settings.OPENAI_API_KEY = "test-key"
@@ -165,19 +331,34 @@ def test_formula_definition_library_is_private_validated_and_audited(workspace):
"right": {"metric": "cost"},
},
}
saved = client.post(url, data={"definition": definition}, content_type="application/json")
saved = client.post(url, data={"definition": definition, "shared": True}, content_type="application/json")
assert saved.status_code == 201
assert saved.json()["shared"] is True
definition_id = saved.json()["id"]
assert client.get(url).json()["items"][0]["definition"] == definition
updated = client.post(
url,
data={"definition": {**definition, "name": " 收入成本差 ", "meaning": "更新说明"}},
data={
"definition": {**definition, "name": " 收入成本差 ", "meaning": "更新说明"},
"shared": True,
"revision": saved.json()["revision"],
},
content_type="application/json",
)
assert updated.status_code == 200
assert FormulaDefinition.objects.filter(dataset=ds, user=ds.created_by).count() == 1
assert updated.json()["definition"]["meaning"] == "更新说明"
assert updated.json()["revision"] == 2
assert len(updated.json()["history"]) == 1
stale = client.post(
url,
data={"definition": {**definition, "meaning": "旧标签页覆盖"}, "revision": 1},
content_type="application/json",
)
assert stale.status_code == 409
assert FormulaDefinition.objects.get(pk=definition_id).definition["meaning"] == "更新说明"
other = Client()
other_user = ds.created_by.__class__.objects.create_user(
@@ -185,7 +366,8 @@ def test_formula_definition_library_is_private_validated_and_audited(workspace):
)
Membership.objects.create(user=other_user, organization=ds.organization, role="analyst")
assert other.login(username=other_user.username, password="Formula-Library-TestPassword991!")
assert other.get(url).json()["items"] == []
shared = other.get(url).json()["items"]
assert len(shared) == 1 and shared[0]["owned"] is False and shared[0]["shared"] is True
assert other.delete(f"{url}/{definition_id}").status_code == 404
deleted = client.delete(f"{url}/{definition_id}")
@@ -219,3 +401,26 @@ def test_formula_definition_library_rejects_unavailable_metric(workspace):
)
assert response.status_code == 400
assert "成本" in response.json()["error"]
def test_formula_definition_audit_failure_rolls_back_definition(workspace, monkeypatch):
ds, _, client, *_ = workspace
definition = {
"name": "审计回滚",
"meaning": "实际收入",
"scope": "所选分组与期间",
"missing": "结果不可用(#N/A);零分母不可用",
"expression": {"metric": "revenue"},
}
def fail(*_args, **_kwargs):
raise RuntimeError("audit unavailable")
monkeypatch.setattr("finance.formula_views.audit", fail)
with pytest.raises(RuntimeError, match="audit unavailable"):
client.post(
f"/api/datasets/{ds.pk}/formula-definitions",
data={"definition": definition},
content_type="application/json",
)
assert not FormulaDefinition.objects.filter(dataset=ds, user=ds.created_by).exists()
+61 -2
View File
@@ -85,6 +85,36 @@ def test_metrics_and_analysis_preserve_roi_refunds_and_distinct_customers(worksp
assert unavailable["self_revenue"] == 0
def test_analysis_computes_saved_custom_columns_in_summary_and_rows(workspace):
ds, member, *_ = workspace
column = {
"name": "收入成本差",
"meaning": "收入减成本",
"scope": "按分组计算",
"missing": "结果不可用(#N/A);零分母不可用",
"expression": {
"operator": "subtract",
"left": {"metric": "revenue"},
"right": {"metric": "cost"},
},
}
result = analyze(
ds,
member,
{
"start": "2026-08",
"end": "2026-08",
"comparison": "yoy",
"group": "department",
"custom_columns": [column],
},
default_preferences(ds),
)
assert result["summary"]["custom_0"]["current"] == Decimal("45")
assert result["summary"]["custom_0"]["baseline"] == Decimal("90")
assert result["rows"][0]["values"]["custom_0"]["current"] == Decimal("60")
def test_dataset_and_evidence_are_organization_and_department_scoped(workspace):
ds, _, _, _, other_client = workspace
url = f"/api/datasets/{ds.pk}"
@@ -133,6 +163,35 @@ def test_evidence_pagination_returns_stable_pages_and_rejects_invalid_bounds(wor
assert response.status_code == 400
def test_evidence_amounts_trim_storage_scale(workspace):
from decimal import Decimal
from finance.views import amount_text
assert amount_text(Decimal("10.000000000000000000000000")) == "10"
assert amount_text(Decimal("10.500000000000000000000000")) == "10.5"
assert amount_text(Decimal("0E-24")) == "0"
assert amount_text(None) is None
ds, _, client, *_ = workspace
response = client.post(
f"/api/datasets/{ds.pk}/evidence",
data={
"start": "2026-08",
"end": "2026-08",
"comparison": "yoy",
"group": "department",
"side": "current",
"limit": 1,
},
content_type="application/json",
)
row = response.json()["rows"][0]
assert row["revenue"] == "80"
assert row["cost"] == "30"
assert row["gross"] == "50"
def test_settings_revision_and_invalid_metric_are_rejected(workspace):
ds, _, client, *_ = workspace
url = f"/api/datasets/{ds.pk}/settings"
@@ -169,8 +228,8 @@ def test_csv_export_neutralizes_formula_injection_and_preserves_exact_values(wor
assert response.streaming
content = b"".join(response.streaming_content).decode("utf-8-sig")
assert "'=1+1" in content
assert ",-10.000000000000000000000000," in content
assert "'-10.000000000000000000000000" not in content
assert ",'-10,5,'-15" in content
assert "00000000000000" not in content
assert "traceiq-evidence.csv" in response["Content-Disposition"]
xlsx = client.post(
+24 -2
View File
@@ -97,8 +97,30 @@ def test_formula_workbook_exposes_custom_metric_as_recalculable_column(formula_d
custom = workbook["自定义指标"]
assert custom["B1"].value == "收入成本差(本期)"
assert custom["B2"].value == f"='分析汇总'!C{metric_row}"
assert "含义:实际收入减成本" in workbook["使用说明"]["B12"].value
assert "范围:按所选分组及本期、基期计算" in workbook["使用说明"]["B12"].value
instruction_text = " ".join(str(cell.value) for row in workbook["使用说明"].iter_rows() for cell in row)
assert "含义:实际收入减成本" in instruction_text
assert "范围:按所选分组及本期、基期计算" in instruction_text
def test_formula_workbook_protects_structure_and_unlocks_calculation_inputs(formula_data):
ds, member = formula_data
output = BytesIO()
build_formula_workbook(
ds,
member,
{"start": "2026-08", "end": "2026-08", "comparison": "yoy", "group": "department"},
output,
)
workbook = load_workbook(BytesIO(output.getvalue()), data_only=False)
data = workbook["计算明细"]
assert data.protection.sheet
assert data["D2"].protection.locked is False
assert data["F2"].protection.locked is False
assert data["G2"].protection.locked is False
assert data["I2"].protection.locked is False
assert data["C2"].protection.locked is True
assert data["M2"].protection.locked is True
assert workbook["原始证据"].protection.sheet
def test_custom_expression_rejects_formula_text_and_unknown_metrics():
+78
View File
@@ -198,6 +198,67 @@ def test_formula_export_worker_records_path_preparation_failure(workspace, setti
assert job.status == "failed"
def test_formula_export_failure_does_not_follow_a_symlinked_user_directory(workspace, settings):
from finance.exporting import process_formula_export
ds, _, client, *_ = workspace
response = client.post(
f"/api/datasets/{ds.pk}/formula-exports",
data={"start": "2026-08", "end": "2026-08", "comparison": "yoy", "group": "department"},
content_type="application/json",
)
job = FormulaExport.objects.get(pk=response.json()["id"])
root = Path(settings.MEDIA_ROOT) / "formula-exports"
protected = Path(settings.MEDIA_ROOT) / "protected"
protected.mkdir()
target = protected / f"{job.pk}.xlsx"
target.write_bytes(b"keep")
root.mkdir()
(root / str(job.user_id)).symlink_to(protected, target_is_directory=True)
with pytest.raises(ValueError, match="符号链接"):
process_formula_export(job.pk)
job.refresh_from_db()
assert job.status == "failed"
assert target.read_bytes() == b"keep"
def test_formula_export_failed_cleanup_is_observable_and_reclaimed(workspace, monkeypatch):
from django.core.management import call_command
from finance.exporting import process_formula_export
ds, _, client, *_ = workspace
response = client.post(
f"/api/datasets/{ds.pk}/formula-exports",
data={"start": "2026-08", "end": "2026-08", "comparison": "yoy", "group": "department"},
content_type="application/json",
)
job = FormulaExport.objects.get(pk=response.json()["id"])
target = Path(job.dataset.file.storage.location) / "formula-exports" / str(job.user_id) / f"{job.pk}.xlsx"
target.parent.mkdir(parents=True)
target.write_bytes(b"orphan")
monkeypatch.setattr(
"finance.exporting.build_formula_workbook",
lambda *_a, **_k: (_ for _ in ()).throw(ValueError("retry failed")),
)
real_unlink = Path.unlink
monkeypatch.setattr(Path, "unlink", lambda *_a, **_k: (_ for _ in ()).throw(OSError("read-only")))
with pytest.raises(ValueError, match="retry failed"):
process_formula_export(job.pk)
job.refresh_from_db()
assert job.status == "failed"
assert job.path == str(target)
monkeypatch.setattr(Path, "unlink", real_unlink)
call_command("cleanup_formula_exports")
job.refresh_from_db()
assert job.path == ""
assert target.exists() is False
def test_formula_workbook_rejects_unclassified_label_collision(workspace):
from decimal import Decimal
@@ -374,3 +435,20 @@ def test_formula_workbook_rejects_dimension_keys_that_collide_with_reserved_head
{"start": "2026-08", "end": "2026-08", "comparison": "yoy", "group": "revenue"},
BytesIO(),
)
def test_custom_reconcile_reference_preserves_large_decimal_and_zero_division():
from finance.exporting import _evaluate_expression
expression = {
"operator": "divide",
"left": {"metric": "revenue"},
"right": {"number": 0},
}
assert (
_evaluate_expression(expression, {"revenue": Decimal("1.2345678901234567890123456789012345")}) is None
)
assert _evaluate_expression(
{"operator": "add", "left": {"metric": "revenue"}, "right": {"number": 1}},
{"revenue": Decimal("1234567890123456789012345678901234")},
) == Decimal("1234567890123456789012345678901235")
+41 -1
View File
@@ -46,6 +46,23 @@ def test_worker_processes_queued_import_and_formula_export(workspace):
assert job.status == "processing"
def test_worker_reclaims_processing_formula_export_after_restart(workspace):
ds, _, _, *_ = workspace
job = FormulaExport.objects.create(
dataset=ds,
user=ds.created_by,
context={"custom_columns": []},
status="processing",
)
from unittest.mock import patch
with patch(
"finance.management.commands.import_worker.process_formula_export", return_value={"rows": 5}
) as process:
call_command("import_worker", once=True)
process.assert_called_once_with(job.pk)
def test_formula_export_status_download_and_access_controls(workspace, settings, tmp_path):
ds, _, client, _, other_client = workspace
url = f"/api/datasets/{ds.pk}"
@@ -58,7 +75,7 @@ def test_formula_export_status_download_and_access_controls(workspace, settings,
job.status = "succeeded"
job.expires_at = timezone.now() + timedelta(hours=1)
target = tmp_path / "formula-exports" / str(ds.created_by_id) / f"{job.pk}.xlsx"
target.parent.mkdir(parents=True)
target.parent.mkdir(parents=True, exist_ok=True)
target.write_bytes(b"xlsx")
job.path = str(target)
job.save()
@@ -85,6 +102,29 @@ def test_formula_export_status_download_and_access_controls(workspace, settings,
assert client.get(status_url).status_code == 403
def test_formula_export_rechecks_role_when_worker_runs_and_file_is_downloaded(workspace, settings, tmp_path):
from finance.exporting import process_formula_export
ds, member, client, _, _ = workspace
job = FormulaExport.objects.create(dataset=ds, user=ds.created_by, context={}, status="processing")
member.role = "viewer"
member.save(update_fields=["role"])
with pytest.raises(PermissionError, match="撤权"):
process_formula_export(job.pk)
job.refresh_from_db()
assert job.status == "failed"
job.status = "succeeded"
job.expires_at = timezone.now() + timedelta(hours=1)
target = tmp_path / "formula-exports" / str(ds.created_by_id) / f"{job.pk}.xlsx"
target.parent.mkdir(parents=True, exist_ok=True)
target.write_bytes(b"xlsx")
job.path = str(target)
job.save(update_fields=["status", "expires_at", "path"])
assert client.get(f"/api/datasets/{ds.pk}/formula-exports/{job.pk}").status_code == 403
assert client.get(f"/api/datasets/{ds.pk}/formula-exports/{job.pk}/download").status_code == 403
def test_formula_export_create_validates_definition_and_records_job(workspace):
ds, _, client, *_ = workspace
url = f"/api/datasets/{ds.pk}/formula-exports"
+5 -1
View File
@@ -3,7 +3,7 @@ from unittest.mock import patch
import pytest
from django.core.management import call_command
from finance.models import FormulaExport
from finance.models import Dataset, FormulaExport
pytestmark = pytest.mark.django_db
@@ -17,6 +17,10 @@ def test_worker_processes_queued_import_and_reports_export_failure(workspace):
) as process_import:
call_command("import_worker", once=True)
process_import.assert_called_once_with(ds.pk)
# PostgreSQL 上 worker 持咨询锁会立即重认领 processing 任务:模拟导入完成,
# 否则第二次 --once 又被它抢占,轮不到下面的导出任务(SQLite 无咨询锁,
# 不走立即恢复路径,两种后端行为一致)。
Dataset.objects.filter(pk=ds.pk).update(status="ready")
export = FormulaExport.objects.create(dataset=ds, user=ds.created_by, context={})
with patch(