From d2ccd9472179590aba47f8b275a2b312aba0e945 Mon Sep 17 00:00:00 2001
From: yuxuanhui
Date: Tue, 8 Sep 2026 10:40:49 +0800
Subject: [PATCH] feat: add scoped alpha sync and local self-correlation
---
.../alpha-management/issues/01-implement.md | 18 +
.scratch/alpha-management/spec.md | 25 ++
README.md | 19 +-
backend/app/ai/tools.py | 2 +-
backend/app/alphas.py | 30 +-
backend/app/business.py | 56 ++-
backend/app/correlation.py | 138 +++++++
backend/app/jobs.py | 237 +++++++++++-
backend/app/main.py | 6 +
backend/app/models.py | 9 +
backend/app/schemas.py | 36 +-
backend/app/worldquant.py | 29 +-
.../versions/0003_local_self_correlation.py | 25 ++
backend/tests/browser_server.py | 22 +-
backend/tests/test_alpha_management.py | 341 ++++++++++++++++++
docs/project-plan.md | 7 +-
frontend/src/ai/ChatPanel.tsx | 16 +-
frontend/src/api.ts | 8 +
frontend/src/components/AlphaDetail.tsx | 12 +
frontend/src/components/AlphaSyncDialog.tsx | 98 +++++
frontend/src/components/JobPanel.tsx | 22 ++
.../src/components/SelfCorrelationPanel.tsx | 191 ++++++++++
frontend/src/pages/AlphaPage.tsx | 107 +++++-
frontend/src/style.css | 28 ++
frontend/src/types.ts | 44 +++
frontend/tests/ai.spec.ts | 9 +
frontend/tests/alpha-management.spec.ts | 145 ++++++++
frontend/tests/workspace.spec.ts | 45 ++-
28 files changed, 1656 insertions(+), 69 deletions(-)
create mode 100644 .scratch/alpha-management/issues/01-implement.md
create mode 100644 .scratch/alpha-management/spec.md
create mode 100644 backend/app/correlation.py
create mode 100644 backend/migrations/versions/0003_local_self_correlation.py
create mode 100644 backend/tests/test_alpha_management.py
create mode 100644 frontend/src/components/AlphaSyncDialog.tsx
create mode 100644 frontend/src/components/SelfCorrelationPanel.tsx
create mode 100644 frontend/tests/alpha-management.spec.ts
diff --git a/.scratch/alpha-management/issues/01-implement.md b/.scratch/alpha-management/issues/01-implement.md
new file mode 100644
index 0000000..31c0445
--- /dev/null
+++ b/.scratch/alpha-management/issues/01-implement.md
@@ -0,0 +1,18 @@
+# 实现 Alpha 分组同步与本地自相关
+
+Status: ready-for-agent
+
+## 工作项
+
+- [x] 分组查询、按日/已提交全量同步契约与持久化进度。
+- [x] 本地自相关算法、缓存补取、结果存储与数据不足处理。
+- [x] 双 Tab、同步日期表单、检测入口与详情、任务进度。
+- [x] 后端、迁移、前端构建及浏览器验证,更新当前项目使用文档。
+
+## Comments
+
+2026-09-08:开始实现;用户已明确授权上述范围内的本地修改。
+
+2026-09-08:本地实现完成。`uv run ruff check app tests` 与后端 87 项测试通过;`pnpm build`、修改文件 Prettier 检查和浏览器全套 6 项通过。截图核验后修正检测结果与缓存时间的 UTC 标记,后端全套及 Alpha 管理浏览器流程再次通过。已检查 1440px / 390px 布局。构建仅有已有 lottie-web 依赖的 eval 提示。
+
+在隔离 SQLite 与 PostgreSQL 17 中验证 0002 → 0003、Alembic schema check、回退再升级,旧研究记录内容保留;临时 PostgreSQL 容器及卷已清理。独立后端核验未发现实质问题。`git diff --check` 通过。未提交、未部署、未调用真实平台;新增平台日期筛选参数仍需真实账户只读联调。
diff --git a/.scratch/alpha-management/spec.md b/.scratch/alpha-management/spec.md
new file mode 100644
index 0000000..2cabd77
--- /dev/null
+++ b/.scratch/alpha-management/spec.md
@@ -0,0 +1,25 @@
+# Alpha 管理迭代
+
+用户于 2026-09-08 要求实现本地自相关检测、待提交/已提交双 Tab,以及按日同步。
+
+## 范围与行为
+
+- Alpha 仍存于统一结果库,按平台 `status == UNSUBMITTED` 与已知的其他状态分成两个 Tab;筛选、导出、选择及 AI 页面上下文携带所属分组。
+- 待提交先选日期范围,按 UTC 创建日期逐天同步;已提交按 UTC 提交日期逐天同步,另可全量同步。相同起止日期即单日。覆盖可见及隐藏数据,半开日边界防止午夜遗漏;保留分页检查点、取消、重试与本地研究记录。
+- 新建全量任务只允许已提交。升级前已有的无分组全量任务按原始任务范围恢复,不改写其检查点含义。
+- 本地 self-correlation:同地区已提交 Alpha 作基准,排除自身;使用 PnL 缓存并在缺失时按需补取,只计算本地 Pearson,不调用平台 check。
+- 累计 PnL 先按 UTC 日期排序并作日变化,缺失值不补零、不跨缺口差分;以目标最新日期为四年共同回看窗口;至少 30 个共同有效变化样本,常量或无效数据跳过。
+- 保留带符号最大相关系数和 0.7 告警线(本地规则,不宣称平台等价)。展示比较数量、跳过原因、最高相关对象、计算时间和缓存时间;缺失数据不得显示通过。
+- 检测结果单独持久化,不覆盖平台 checks 或本地研究状态。缓存和基准集改变时标为待重算。单条详情和选中最多 100 条均可发起任务。
+
+## 界面约定
+
+scope_sketch: 现有 Alpha 管理中增加两个 Tab、同步日期对话框及本地自相关详情;不增加其他研究模块。
+lark_style_recipe: 保留白色工作区、紧凑表格、4px 间距和克制蓝色主操作;不改变页面外壳。
+ud_control_coverage: 复用 Semi Design Tabs、Input、Modal、Button、Table、Tag 的语义与状态。
+media_decision: 数据管理任务不需要新增插图或图标。
+verification: 单元/接口验证数值、日期边界、任务恢复和状态隔离;浏览器验证双 Tab、同步范围、检测、导出、窄屏和现有 AI 流程。
+
+## 验证边界
+
+只在隔离测试数据库和模拟平台上验证;不调用真实平台检查,不启动回测,不回写平台。
diff --git a/README.md b/README.md
index 32c0319..5ec5c85 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
# WorldQuant Alpha 研究工作空间
-个人单账户系统。首期实现平台资料、Alpha 同步与查询、PnL 缓存、本地备注/标签/收藏/研究状态。平台接口只读,认证除外;不会回测、触发检查、回写属性或提交 Alpha。
+个人单账户系统。实现平台资料、Alpha 分组同步与查询、PnL 缓存、本地自相关检测、本地备注/标签/收藏/研究状态。平台接口只读,认证除外;不会回测、触发平台检查、回写属性或提交 Alpha。
需求与后续路线图见 [项目方案](docs/project-plan.md),AI 助手范围见 [开发计划](docs/ai-chatbot-plan.md)。前端 React 19 + TypeScript + Semi Design,后端 Python 3.12 + FastAPI + HTTPX + SQLAlchemy,PostgreSQL 保存数据,Caddy 提供 Web 入口。前后端独立依赖、独立构建,所有部署文件位于根目录。
@@ -22,8 +22,10 @@ docker compose ps
1. 登录系统,在“个人信息”保存 WorldQuant 邮箱和密码,点击“连接 WorldQuant”。
2. 如平台要求人工验证,在显示的入口完成操作,再点击“继续验证”;后台保留同一挑战会话。
-3. 在“Alpha 管理”手动同步平台数据,或导入指定 Alpha ID。任务面板显示进度、错误、取消和重试。
-4. 点击 Alpha 打开详情。研究记录保存在本地;PnL 点击获取后缓存。下次同步会更新平台数据并保留本地研究记录。
+3. 在“Alpha 管理”切换“待提交 / 已提交”。待提交先选创建日期范围,按天同步;已提交可选提交日期范围按天同步,或全量同步。相同起止日期表示单日,日期边界为 UTC,均包含隐藏记录。也可导入指定 Alpha ID。任务面板显示当前日期、进度、错误、取消和重试。
+4. 点击 Alpha 打开详情。研究记录保存在本地;PnL 点击获取后缓存。详情的“本地自相关”可发起检测,列表也可选中最多 100 条批量检测。建议先全量同步已提交 Alpha,建立比较基准。下次同步会更新平台数据并保留本地研究记录。
+
+本地自相关只与本地已同步、同地区的已提交 Alpha 比较,排除自身。使用累计 PnL 的日变化,在目标最新数据日往前四年的共同窗口计算 Pearson 相关系数,至少需要 30 个共同有效样本;带符号最大值达到 0.7 时提示相关性偏高。这是本地规则,不等同于平台检查。PnL 缓存缺失时自动补取;样本不足、常量序列和不可用基准会明确显示,不能当作通过。结果独立保存,相关 PnL、地区或基准成员变化后标记为“待重算”。
平台未返回的资料与指标保留为空。数值筛选采用平台原始单位,例如 Turnover `0.15` 表示 15%。日期筛选边界为 UTC;时间显示采用个人页的时区偏好。
@@ -100,7 +102,7 @@ docker compose logs --tail=100 backend
## 备份与恢复
-以下为本机配置命令;公网统一补上 `-f compose.public.yaml`,自定义项目名时保持相同 `-p`。数据库备份包括平台快照、研究记录及版本、账户密文、模型配置密文、AI 会话/消息/执行/工具确认记录和同步任务。备份文件仍属于私有数据。
+以下为本机配置命令;公网统一补上 `-f compose.public.yaml`,自定义项目名时保持相同 `-p`。数据库备份包括平台快照、研究记录及版本、本地自相关结果、账户密文、模型配置密文、AI 会话/消息/执行/工具确认记录和同步任务。备份文件仍属于私有数据。
```bash
mkdir -p backups
@@ -148,7 +150,7 @@ pnpm exec playwright install chromium
pnpm test
```
-浏览器测试自动启动临时数据库、模拟平台 API 和 Vite,使用 620 条明确标记 `TEST` 的合成 Alpha。不会向正式数据库写入样例。测试验证模型配置、查询卡片、修改预览及确认、草稿冲突、收起及刷新恢复、取消,以及系统登录、账户连接、多页同步、SUPER 详情、备注与收藏在刷新后保留、PnL、超过 500 条 CSV 及退出。截图写入忽略目录 `output/playwright/`。
+浏览器测试自动启动临时数据库、模拟平台 API 和 Vite,使用 620 条明确标记 `TEST` 的合成 Alpha。不会向正式数据库写入样例。测试验证模型配置、查询卡片、修改预览及确认、草稿冲突、收起及刷新恢复、取消,以及系统登录、账户连接、双 Tab、按日及全量同步、本地自相关保存、SUPER 详情、备注与收藏保留、PnL、分组 CSV 导出及退出。截图写入忽略目录 `output/playwright/`。
需要重跑 Docker 持久化和备份验收时,创建独立测试环境,并在测试 env 文件中选择空闲 `LOCAL_PORT`(例如 18089),无需停止正式实例。以下脚本只接受 `wq-alpha-acceptance*` 项目名:
@@ -182,14 +184,15 @@ FastAPI 的 `/openapi.json` 与 `/docs` 可在后端开发端口访问;生产
- `/api/v1/account`:偏好、加密凭据、连接/验证/断开/资料刷新。
- `/api/v1/alphas`:服务端筛选与排序、详情、本地研究记录、批量编辑、流式 CSV。
- `/api/v1/alphas/{id}/pnl`:只读缓存;刷新通过 `pnl_refresh` 任务。
+- `/api/v1/alphas/{id}/self-correlation`:读取本地检测结果;检测通过 `self_correlation` 任务。
- `/api/v1/sync-jobs`:创建任务立即返回 202 和 ID,查询、取消与重试。
- `/api/v1/ai`:脱敏模型配置与测试、会话历史、SSE 执行、执行快照、取消及确认。新执行只接收 `request_id`、`message`、`context`;同一会话重复请求 ID 返回原运行,参数变化返回 409。
研究记录 PATCH 现在必须提供读取时的 `version`;批量编辑必须提供每个目标 ID 的 `versions` 映射。`0002` 迁移给旧研究记录设置初始版本 1,不修改其内容。版本冲突返回 409。
-写请求需 `X-WQ-Request: 1`;浏览器跨站写入被拒绝。Alpha 平台快照、`research` 本地研究、`pnl_cache` 分开存储。研究状态固定为 `inbox/candidate/optimizing/archived`;平台类型、语言、状态按原值显示。
+写请求需 `X-WQ-Request: 1`;浏览器跨站写入被拒绝。Alpha 平台快照、`research` 本地研究、`pnl_cache`、`self_correlations` 本地检测结果分开存储。`0003` 迁移只新增检测结果表。研究状态固定为 `inbox/candidate/optimizing/archived`;平台类型、语言、状态按原值显示。
-同步按“未提交/已提交 × 可见/隐藏”分页,每页数据与检查点同事务提交,Alpha ID 幂等更新。失败任务保留进度,重试只处理剩余页或失败 ID。上游 `Retry-After` 等待可被取消。分页过程中平台记录移动可能造成重复或遗漏,通过 ID 去重和再次全量同步校正;单次没有查到不自动删除本地记录。
+列表及导出支持 `submission=UNSUBMITTED|SUBMITTED`,平台状态缺失时不推断为已提交。`daily_sync` 必须提供分组及 `date_from` / `date_to`,每个 UTC 日期分别分页获取可见、隐藏记录;新建 `full_sync` 只同步已提交。旧的无分组全量任务保持原范围恢复。每页数据与检查点同事务提交,Alpha ID 幂等更新。失败任务保留进度,重试只处理剩余页或失败 ID。上游 `Retry-After` 等待可被取消。分页过程中平台记录移动可能造成重复或遗漏,通过 ID 去重和再次同步对应范围校正;单次没有查到不自动删除本地记录。
## 日志排查与验证边界
@@ -205,4 +208,4 @@ curl -f http://localhost:8080/api/v1/health
AI 模型兼容性由模拟 Chat Completions/Responses HTTP 流与真实 SDK 适配器验证;未配置真实供应商前,不能保证其工具选择质量、模型权限或网关兼容性。真实联调请分别记录流式回答与业务工具调用是否成功。
-实现使用旧项目已知请求形态并对模拟上游做自动化验证。WorldQuant 当前真实账号权限、人工验证页面行为、实际数据 schema、真实账户全量同步及公网证书签发,均需要在自己的账户/域名完成只读联调;未取得该证据前不宣称已验证。验收实测结果见 [验收记录](docs/verification.md)。
+实现参考旧项目请求形态,并对模拟上游做自动化验证。新增日期筛选参数、WorldQuant 当前真实账号权限、人工验证页面行为、实际数据 schema、真实账户同步及公网证书签发,均需要在自己的账户/域名完成只读联调;未取得该证据前不宣称已验证。验收实测结果见 [验收记录](docs/verification.md)。
diff --git a/backend/app/ai/tools.py b/backend/app/ai/tools.py
index 6f5446e..2c18d84 100644
--- a/backend/app/ai/tools.py
+++ b/backend/app/ai/tools.py
@@ -60,7 +60,7 @@ CATALOG = {
"bulk_update_research": (BulkInput, "提出固定 1–100 个 Alpha 的批量标签或研究状态修改,等待用户确认。"),
"create_sync_job": (
JobInput,
- "提出全量同步、指定 Alpha 刷新或 PnL 刷新任务,等待确认;创建后立即返回任务 ID。",
+ "提出同步或本地自相关任务,等待确认。full_sync 仅同步已提交;待提交必须用 daily_sync 并指定 submission、date_from/date_to(UTC),待提交按创建日、已提交按提交日逐天同步。alpha_refresh/pnl_refresh/self_correlation 使用固定 alpha_ids;自相关缺失 PnL 时自动补取,不触发平台检查。创建后立即返回任务 ID。",
),
"cancel_job": (JobArgs, "提出取消指定同步任务,等待用户确认。"),
"retry_job": (JobArgs, "提出重试指定失败或暂停的同步任务,等待用户确认。"),
diff --git a/backend/app/alphas.py b/backend/app/alphas.py
index 2f96604..9ddf609 100644
--- a/backend/app/alphas.py
+++ b/backend/app/alphas.py
@@ -4,9 +4,24 @@ import math
import re
from datetime import datetime
-from sqlalchemy import or_, select
+from sqlalchemy import or_, select, update
+
+from .models import Alpha, Research, ResearchTag, SelfCorrelation, now
+
+
+def submission_condition(submission):
+ """Match the platform list contract; a missing status is never assumed submitted."""
+ return Alpha.status == "UNSUBMITTED" if submission == "UNSUBMITTED" else Alpha.status != "UNSUBMITTED"
+
+
+async def invalidate_correlations(db, alpha_id, regions=()):
+ """A changed baseline or PnL invalidates local conclusions without touching platform checks."""
+ await db.execute(
+ update(SelfCorrelation)
+ .where(or_(SelfCorrelation.alpha_id == alpha_id, SelfCorrelation.region.in_(regions)))
+ .values(stale=True)
+ )
-from .models import Alpha, Research, ResearchTag, now
SENSITIVE_KEYS = {
"password",
@@ -67,6 +82,8 @@ async def upsert_alpha(db, raw: dict):
if not isinstance(alpha_id, str) or not alpha_id:
raise ValueError("Alpha 数据缺少 ID")
item = await db.get(Alpha, alpha_id)
+ previous_region = item.region if item else None
+ previous_status = item.status if item else None
if item is None:
item = Alpha(id=alpha_id)
db.add(item)
@@ -78,6 +95,13 @@ async def upsert_alpha(db, raw: dict):
item.alpha_type, item.language = raw.get("type"), settings.get("language")
item.stage, item.status, item.hidden = raw.get("stage"), raw.get("status"), raw.get("hidden") is True
item.region, item.universe = settings.get("region"), settings.get("universe")
+ if previous_region != item.region or previous_status != item.status:
+ regions = {
+ region
+ for region, status in ((previous_region, previous_status), (item.region, item.status))
+ if region and status and status != "UNSUBMITTED"
+ }
+ await invalidate_correlations(db, alpha_id, regions)
item.settings, item.is_metrics = sanitize(settings), sanitize(metrics)
item.os_metrics = sanitize(raw.get("os")) if isinstance(raw.get("os"), dict) else {}
item.checks = sanitize(metrics.get("checks") or raw.get("checks") or [])
@@ -93,6 +117,8 @@ async def upsert_alpha(db, raw: dict):
def list_statement(filters):
query = select(Alpha, Research).join(Research, Research.alpha_id == Alpha.id)
+ if filters.submission:
+ query = query.where(submission_condition(filters.submission))
q = filters.q
if q:
pattern = "%" + q.replace("\\", "\\\\").replace("%", "\\%").replace("_", "\\_") + "%"
diff --git a/backend/app/business.py b/backend/app/business.py
index c63c362..db6dba9 100644
--- a/backend/app/business.py
+++ b/backend/app/business.py
@@ -4,6 +4,7 @@ Mutations never commit here, so the AI executor can atomically save their audit
Job runner notifications must happen after commit, using ``notify_job``.
"""
+from datetime import timezone
from uuid import uuid4
from fastapi import HTTPException
@@ -11,7 +12,7 @@ from sqlalchemy import delete, func, select, update
from .alphas import list_statement, sorted_statement, summary
from .jobs import ACTIVE
-from .models import Account, Alpha, Job, JobItem, Pnl, Research, ResearchTag, now
+from .models import Account, Alpha, Job, JobItem, Pnl, Research, ResearchTag, SelfCorrelation, now
from .schemas import AlphaDetail, AlphaPage, BulkUpdate, JobInput, JobOutput, ResearchUpdate, normalize_tags
@@ -29,10 +30,51 @@ class Business:
.offset(filters.offset)
)
).all()
+ correlations = {
+ row.alpha_id: self.correlation_summary(row)
+ for row in (
+ await self.db.scalars(
+ select(SelfCorrelation).where(SelfCorrelation.alpha_id.in_([a.id for a, _ in rows]))
+ )
+ ).all()
+ }
return AlphaPage(
- items=[summary(a, r) for a, r in rows], total=total, limit=filters.limit, offset=filters.offset
+ items=[{**summary(a, r), "local_correlation": correlations.get(a.id)} for a, r in rows],
+ total=total,
+ limit=filters.limit,
+ offset=filters.offset,
).model_dump(mode="json")
+ @staticmethod
+ def correlation_summary(row):
+ return {
+ **{
+ key: row.result.get(key)
+ for key in ("status", "max_correlation", "compared_count", "skipped_count")
+ },
+ "stale": row.stale,
+ "calculated_at": row.calculated_at.replace(
+ tzinfo=row.calculated_at.tzinfo or timezone.utc
+ ).isoformat(),
+ }
+
+ async def get_self_correlation(self, alpha_id):
+ if not await self.db.get(Alpha, alpha_id):
+ raise HTTPException(404, "Alpha 尚未同步")
+ row = await self.db.get(SelfCorrelation, alpha_id)
+ return {
+ "cached": row is not None,
+ "result": {
+ **row.result,
+ "stale": row.stale,
+ "calculated_at": row.calculated_at.replace(
+ tzinfo=row.calculated_at.tzinfo or timezone.utc
+ ).isoformat(),
+ }
+ if row
+ else None,
+ }
+
async def get_alpha_facets(self):
result = {}
for key in ("region", "universe", "alpha_type", "language", "status", "stage"):
@@ -126,9 +168,15 @@ class Business:
async def create_sync_job(self, body: JobInput):
account = await self.db.scalar(select(Account).where(Account.id == 1).with_for_update())
- if not account.password_encrypted or account.connection_status in ("disconnected", "error"):
+ if body.kind != "self_correlation" and (
+ not account.password_encrypted or account.connection_status in ("disconnected", "error")
+ ):
raise HTTPException(409, "请先连接 WorldQuant")
- payload = {"alpha_ids": body.alpha_ids}
+ if body.kind == "self_correlation":
+ found = set((await self.db.scalars(select(Alpha.id).where(Alpha.id.in_(body.alpha_ids)))).all())
+ if found != set(body.alpha_ids):
+ raise HTTPException(404, "部分 Alpha 尚未同步")
+ payload = body.model_dump(mode="json", exclude={"kind"}, exclude_none=True)
for job in (
await self.db.scalars(select(Job).where(Job.kind == body.kind, Job.status.in_(ACTIVE)))
).all():
diff --git a/backend/app/correlation.py b/backend/app/correlation.py
new file mode 100644
index 0000000..0e6e77f
--- /dev/null
+++ b/backend/app/correlation.py
@@ -0,0 +1,138 @@
+"""Local Pearson comparison of daily PnL changes; no platform eligibility decisions.
+
+The four-year window and signed 0.7 threshold follow the legacy research tool.
+Thirty paired changes is a local minimum, not a claim about BRAIN's own checks.
+"""
+
+import math
+from datetime import datetime, timezone
+from statistics import StatisticsError, correlation
+
+THRESHOLD = 0.7
+MIN_SAMPLES = 30
+WINDOW_YEARS = 4
+
+
+def daily_changes(points):
+ """Return dated changes and the final date, rejecting ambiguous daily records.
+
+ Parameters are normalized PnL points. Missing values break a change interval;
+ each change retains its start date so differently spaced samples never pair.
+ Raises ValueError for malformed dates, duplicate days or non-finite values.
+ """
+ daily = {}
+ for point in points:
+ try:
+ timestamp = datetime.fromisoformat(point["date"].replace("Z", "+00:00"))
+ day = (
+ (timestamp.replace(tzinfo=timezone.utc) if timestamp.tzinfo is None else timestamp)
+ .astimezone(timezone.utc)
+ .date()
+ )
+ except (ValueError, TypeError, KeyError, AttributeError):
+ raise ValueError("PnL 日期无法识别") from None
+ if day in daily:
+ raise ValueError("PnL 同一天存在多条记录")
+ value = point.get("value")
+ if value is not None and (
+ isinstance(value, bool) or not isinstance(value, (int, float)) or not math.isfinite(value)
+ ):
+ raise ValueError("PnL 包含无效数值")
+ daily[day] = value
+ changes, previous_day, previous = {}, None, None
+ for day, value in sorted(daily.items()):
+ if value is not None and previous is not None:
+ delta = value - previous
+ if not math.isfinite(delta):
+ raise ValueError("PnL 变化超出有效数值范围")
+ changes[day] = (previous_day, delta)
+ previous_day, previous = day, value
+ return changes, max(daily) if daily else None
+
+
+def calculate_correlation(target_points, references):
+ """Compare a target with supplied reference caches and return a JSON-safe report.
+
+ Each reference has alpha_id, points, fetched_at and optionally error. Callers
+ select the same-region submitted set and exclude the target. Incomplete
+ coverage can report high correlation, but can never report an all-clear.
+ """
+ result = {
+ "status": "insufficient_data",
+ "threshold": THRESHOLD,
+ "min_samples": MIN_SAMPLES,
+ "window_years": WINDOW_YEARS,
+ "window_from": None,
+ "window_to": None,
+ "max_correlation": None,
+ "most_correlated_alpha_id": None,
+ "candidate_count": len(references),
+ "compared_count": 0,
+ "skipped_count": 0,
+ "matches": [],
+ "skipped": [],
+ "reason": None,
+ }
+ try:
+ target, latest = daily_changes(target_points)
+ except ValueError as exc:
+ result["reason"] = str(exc)
+ return result
+ if latest is None or not target:
+ result["reason"] = "目标 Alpha 没有可用的 PnL 日变化"
+ return result
+ try:
+ cutoff = latest.replace(year=latest.year - WINDOW_YEARS)
+ except ValueError:
+ cutoff = latest.replace(year=latest.year - WINDOW_YEARS, day=28)
+ result["window_from"], result["window_to"] = cutoff.isoformat(), latest.isoformat()
+ matches, skipped = [], []
+ for reference in references:
+ alpha_id, reason = reference["alpha_id"], reference.get("error")
+ if not reason:
+ try:
+ changes, _ = daily_changes(reference["points"])
+ days = sorted(
+ day
+ for day in target.keys() & changes.keys()
+ if cutoff < day <= latest and target[day][0] == changes[day][0]
+ )
+ if len(days) < MIN_SAMPLES:
+ reason = f"共同有效样本不足 {MIN_SAMPLES} 个(实际 {len(days)})"
+ else:
+ coefficient = correlation([target[d][1] for d in days], [changes[d][1] for d in days])
+ if not math.isfinite(coefficient):
+ reason = "无法计算有效相关系数"
+ else:
+ matches.append(
+ {
+ "alpha_id": alpha_id,
+ "correlation": coefficient,
+ "sample_count": len(days),
+ "date_from": days[0].isoformat(),
+ "date_to": days[-1].isoformat(),
+ "pnl_fetched_at": reference.get("fetched_at"),
+ }
+ )
+ except StatisticsError:
+ reason = "目标或基准 PnL 日变化为常量"
+ except (ValueError, OverflowError) as exc:
+ reason = str(exc)
+ if reason:
+ skipped.append({"alpha_id": alpha_id, "reason": reason})
+ matches.sort(key=lambda row: (-row["correlation"], row["alpha_id"]))
+ result.update(
+ compared_count=len(matches), skipped_count=len(skipped), matches=matches[:10], skipped=skipped[:100]
+ )
+ if matches:
+ maximum = matches[0]["correlation"]
+ result.update(
+ max_correlation=maximum,
+ most_correlated_alpha_id=matches[0]["alpha_id"],
+ status="high" if maximum >= THRESHOLD else "partial" if skipped else "low",
+ )
+ else:
+ result["reason"] = (
+ "没有同地区已提交 Alpha 可供比较" if not references else "所有基准均缺少足够的有效样本"
+ )
+ return result
diff --git a/backend/app/jobs.py b/backend/app/jobs.py
index fa369b5..4fe5af4 100644
--- a/backend/app/jobs.py
+++ b/backend/app/jobs.py
@@ -8,14 +8,15 @@ a distributed lease and session coordinator.
import asyncio
import logging
from contextlib import suppress
-from datetime import timedelta
+from datetime import date, datetime, time, timedelta, timezone
from uuid import uuid4
from sqlalchemy import select, update
from sqlalchemy.exc import SQLAlchemyError
-from .alphas import pnl_points, sanitize, upsert_alpha
-from .models import Account, Alpha, Job, JobItem, Pnl, now
+from .alphas import invalidate_correlations, pnl_points, sanitize, submission_condition, upsert_alpha
+from .correlation import calculate_correlation
+from .models import Account, Alpha, Job, JobItem, Pnl, SelfCorrelation, now
from .security import cipher
from .worldquant import VerificationRequired, WqClient, WqError
@@ -235,7 +236,10 @@ class Runner:
async with self.sessions() as db:
job = await db.get(Job, job_id)
kind, payload = job.kind, job.payload
- if kind == "verify":
+ if kind == "self_correlation":
+ # Cached local comparisons also work while the platform is disconnected.
+ await self.check_correlations(job_id, payload["alpha_ids"])
+ elif kind == "verify":
if not self.client.verification_url:
await self.ensure_connected(force=True)
else:
@@ -245,7 +249,7 @@ class Runner:
await self.ensure_connected(force=kind == "connect")
if kind in ("connect", "profile"):
await self.refresh_profile()
- elif kind == "full_sync":
+ elif kind in ("full_sync", "daily_sync"):
await self.sync_all(job_id)
else:
await self.sync_ids(job_id, kind, payload["alpha_ids"])
@@ -296,25 +300,68 @@ class Runner:
self.client.on_retry = None
async def sync_all(self, job_id):
- partitions = [
- ("UNSUBMITTED", False),
- ("UNSUBMITTED", True),
- ("SUBMITTED", False),
- ("SUBMITTED", True),
- ]
async with self.sessions() as db:
job = await db.get(Job, job_id)
checkpoint = job.checkpoint
before = job.created_at.isoformat()
+ payload, daily = job.payload, job.kind == "daily_sync"
+ days = [None]
+ if daily:
+ first, last = date.fromisoformat(payload["date_from"]), date.fromisoformat(payload["date_to"])
+ days = [first + timedelta(days=i) for i in range((last - first).days + 1)]
+ # Preserve the scope and partition indexes of pre-upgrade queued jobs.
+ # New JobInput always fixes a full sync to SUBMITTED.
+ submissions = [payload["submission"]] if payload.get("submission") else ["UNSUBMITTED", "SUBMITTED"]
+ partitions = [
+ (submission, hidden, day)
+ for day in days
+ for submission in submissions
+ for hidden in (False, True)
+ ]
start_partition, offset = checkpoint.get("partition", 0), checkpoint.get("offset", 0)
for partition in range(start_partition, len(partitions)):
- submission, hidden = partitions[partition]
+ submission, hidden, day = partitions[partition]
+ day_params = {}
+ if day:
+ day_params = {
+ "date_from": datetime.combine(day, time.min, timezone.utc).isoformat(),
+ "date_to": datetime.combine(day + timedelta(days=1), time.min, timezone.utc).isoformat(),
+ }
while True:
- await self.checkpoint(job_id, {"next_retry_at": None})
- raw = await self.client.alphas(submission, hidden, offset, before)
+ progress = {"partition": partition, "offset": offset}
+ if daily:
+ progress.update(
+ date=day.isoformat(), dates_completed=partition // 2, dates_total=len(days)
+ )
+ await self.checkpoint(job_id, {"next_retry_at": None, "checkpoint": progress})
+ raw = await self.client.alphas(submission, hidden, offset, before, **day_params)
rows = raw.get("results")
if not isinstance(rows, list):
raise WqError("Alpha 列表缺少 results,已保留当前进度", "invalid_response")
+ if payload.get("submission"):
+ for raw_alpha in rows:
+ status = raw_alpha.get("status")
+ if not status or (status == "UNSUBMITTED") != (submission == "UNSUBMITTED"):
+ raise WqError(
+ "平台返回的 Alpha 不属于请求的提交分组,已保留进度", "invalid_response"
+ )
+ if day:
+ field = "dateCreated" if submission == "UNSUBMITTED" else "dateSubmitted"
+ try:
+ timestamp = datetime.fromisoformat(raw_alpha[field].replace("Z", "+00:00"))
+ timestamp = (
+ timestamp.replace(tzinfo=timezone.utc)
+ if timestamp.tzinfo is None
+ else timestamp
+ )
+ matches_day = timestamp.astimezone(timezone.utc).date() == day
+ except (ValueError, KeyError, AttributeError, TypeError):
+ matches_day = False
+ if not matches_day:
+ raise WqError(
+ "平台未按请求的日期返回 Alpha,已保留进度,请核对平台日期筛选支持",
+ "invalid_response",
+ )
async with self.sessions() as db:
job = await db.get(Job, job_id)
if job.cancel_requested:
@@ -335,9 +382,12 @@ class Runner:
raise WqError("平台分页未前进", "invalid_response")
offset += len(rows)
job.checkpoint = {
+ **progress,
"partition": partition if more else partition + 1,
"offset": offset if more else 0,
}
+ if daily:
+ job.checkpoint["dates_completed"] = job.checkpoint["partition"] // 2
job.updated_at = now()
await db.commit()
if not more:
@@ -389,11 +439,7 @@ class Runner:
if not await db.get(Alpha, alpha_id):
error = "请先导入此 Alpha"
else:
- pnl = await db.get(Pnl, alpha_id)
- if pnl is None:
- pnl = Pnl(alpha_id=alpha_id)
- db.add(pnl)
- pnl.raw, pnl.points, pnl.fetched_at = sanitize(raw), points, now()
+ await self.save_pnl(db, alpha_id, raw, points)
else:
await upsert_alpha(db, raw)
previous.error = error
@@ -403,3 +449,156 @@ class Runner:
job.processed += 1
job.updated_at = now()
await db.commit()
+
+ async def save_pnl(self, db, alpha_id, raw, points):
+ """Persist a cache and invalidate conclusions that depend on the changed series."""
+ alpha = await db.get(Alpha, alpha_id)
+ pnl = await db.get(Pnl, alpha_id)
+ if pnl is None or pnl.points != points:
+ regions = (
+ [alpha.region] if alpha.region and alpha.status and alpha.status != "UNSUBMITTED" else []
+ )
+ await invalidate_correlations(db, alpha_id, regions)
+ if pnl is None:
+ pnl = Pnl(alpha_id=alpha_id)
+ db.add(pnl)
+ pnl.raw, pnl.points, pnl.fetched_at = sanitize(raw), points, now()
+ return pnl
+
+ async def correlation_pnl(self, job_id, alpha_id):
+ """Use a local cache, filling a missing one through the read-only adapter."""
+ await self.checkpoint(job_id, {"next_retry_at": None})
+ async with self.sessions() as db:
+ pnl = await db.get(Pnl, alpha_id)
+ if pnl is not None:
+ return {
+ "alpha_id": alpha_id,
+ "points": pnl.points,
+ # SQLite drops the offset; stored datetimes are still UTC.
+ "fetched_at": pnl.fetched_at.replace(
+ tzinfo=pnl.fetched_at.tzinfo or timezone.utc
+ ).isoformat(),
+ }
+ await self.ensure_connected()
+ raw = await self.client.pnl(alpha_id)
+ points = pnl_points(raw)
+ async with self.sessions() as db:
+ if (await db.get(Job, job_id)).cancel_requested:
+ raise asyncio.CancelledError()
+ pnl = await self.save_pnl(db, alpha_id, raw, points)
+ await db.commit()
+ return {"alpha_id": alpha_id, "points": points, "fetched_at": pnl.fetched_at.isoformat()}
+
+ async def check_correlations(self, job_id, alpha_ids):
+ """Check fixed targets against same-region submitted caches, with per-target recovery.
+
+ Missing references are reported as incomplete coverage. Authentication,
+ transient upstream errors and cancellation retain the task for retry.
+ """
+ await self.checkpoint(job_id, {"total": len(alpha_ids)})
+ reference_caches = {}
+ for alpha_id in alpha_ids:
+ async with self.sessions() as db:
+ previous = await db.get(JobItem, (job_id, alpha_id))
+ if previous and not previous.error:
+ continue
+ alpha = await db.get(Alpha, alpha_id)
+ region = alpha.region if alpha else None
+ reference_ids = (
+ list(
+ (
+ await db.scalars(
+ select(Alpha.id)
+ .where(
+ submission_condition("SUBMITTED"),
+ Alpha.region == region,
+ Alpha.id != alpha_id,
+ )
+ .order_by(Alpha.id)
+ )
+ ).all()
+ )
+ if region
+ else []
+ )
+ await self.checkpoint(
+ job_id,
+ {
+ "checkpoint": {
+ "alpha_id": alpha_id,
+ "phase": "pnl",
+ "references_total": len(reference_ids),
+ "references_loaded": 0,
+ }
+ },
+ )
+ error, result = None, None
+ try:
+ if not alpha:
+ raise ValueError("Alpha 尚未同步")
+ if not region:
+ result = calculate_correlation([], [])
+ result["reason"] = "平台未提供目标 Alpha 的地区"
+ elif not reference_ids:
+ result = calculate_correlation([], [])
+ result["reason"] = "没有同地区已提交 Alpha 可供比较,请先同步已提交 Alpha"
+ else:
+ target = await self.correlation_pnl(job_id, alpha_id)
+ references = []
+ for index, reference_id in enumerate(reference_ids):
+ if reference_id not in reference_caches:
+ try:
+ reference_caches[reference_id] = await self.correlation_pnl(
+ job_id, reference_id
+ )
+ except WqError as exc:
+ if exc.code not in ("not_found", "access_denied"):
+ raise
+ reference_caches[reference_id] = {"alpha_id": reference_id, "error": str(exc)}
+ except ValueError as exc:
+ reference_caches[reference_id] = {"alpha_id": reference_id, "error": str(exc)}
+ references.append(reference_caches[reference_id])
+ await self.checkpoint(
+ job_id,
+ {
+ "checkpoint": {
+ "alpha_id": alpha_id,
+ "phase": "pnl",
+ "references_total": len(reference_ids),
+ "references_loaded": index + 1,
+ }
+ },
+ )
+ await self.checkpoint(
+ job_id, {"checkpoint": {"alpha_id": alpha_id, "phase": "calculating"}}
+ )
+ result = await asyncio.to_thread(calculate_correlation, target["points"], references)
+ result["target_pnl_fetched_at"] = target["fetched_at"]
+ except WqError as exc:
+ if exc.code not in ("not_found", "access_denied"):
+ raise
+ error = str(exc)
+ except ValueError as exc:
+ error = str(exc)
+ async with self.sessions() as db:
+ job = await db.get(Job, job_id)
+ if job.cancel_requested:
+ raise asyncio.CancelledError()
+ previous = await db.get(JobItem, (job_id, alpha_id))
+ if previous and previous.error:
+ job.failed -= 1
+ if not previous:
+ previous = JobItem(job_id=job_id, alpha_id=alpha_id)
+ db.add(previous)
+ previous.error = error
+ if error:
+ job.failed += 1
+ else:
+ row = await db.get(SelfCorrelation, alpha_id)
+ if row is None:
+ row = SelfCorrelation(alpha_id=alpha_id)
+ db.add(row)
+ row.region, row.result, row.calculated_at, row.stale = region, result, now(), False
+ job.processed += 1
+ job.updated_at = now()
+ await db.commit()
diff --git a/backend/app/main.py b/backend/app/main.py
index c71ebd2..8d92190 100644
--- a/backend/app/main.py
+++ b/backend/app/main.py
@@ -40,6 +40,7 @@ from .schemas import (
PnlOutput,
PreferencesInput,
ResearchUpdate,
+ SelfCorrelationOutput,
SessionOutput,
)
from .security import bootstrap, cipher, issue_session, require_auth, token_hash, valid_password
@@ -341,6 +342,11 @@ def create_app(settings=None, wq_client=None, ai_model_factory=None):
async with sessions() as db:
return await Business(db).get_alpha_pnl(alpha_id)
+ @api.get("/alphas/{alpha_id}/self-correlation", response_model=SelfCorrelationOutput, tags=["alphas"])
+ async def self_correlation(alpha_id: str):
+ async with sessions() as db:
+ return await Business(db).get_self_correlation(alpha_id)
+
@api.post("/sync-jobs", status_code=202, response_model=JobOutput, tags=["sync-jobs"])
async def new_job(body: JobInput):
async with sessions.begin() as db:
diff --git a/backend/app/models.py b/backend/app/models.py
index 42d0868..af48f7e 100644
--- a/backend/app/models.py
+++ b/backend/app/models.py
@@ -111,6 +111,15 @@ class ResearchTag(Base):
tag: Mapped[str] = mapped_column(String(60), primary_key=True, index=True)
+class SelfCorrelation(Base):
+ __tablename__ = "self_correlations"
+ alpha_id: Mapped[str] = mapped_column(ForeignKey("alphas.id"), primary_key=True)
+ region: Mapped[str | None] = mapped_column(String(50), index=True)
+ result: Mapped[dict] = mapped_column(JSON)
+ stale: Mapped[bool] = mapped_column(Boolean, default=False)
+ calculated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=now)
+
+
class Job(Base):
__tablename__ = "sync_jobs"
id: Mapped[str] = mapped_column(String(36), primary_key=True)
diff --git a/backend/app/schemas.py b/backend/app/schemas.py
index a206ef6..db24342 100644
--- a/backend/app/schemas.py
+++ b/backend/app/schemas.py
@@ -1,13 +1,14 @@
"""Validated public API contracts. Platform state is intentionally not a closed enum."""
import re
-from datetime import datetime, timezone
+from datetime import date, datetime, timezone
from typing import Literal
from zoneinfo import ZoneInfo, ZoneInfoNotFoundError
from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator
ResearchState = Literal["inbox", "candidate", "optimizing", "archived"]
+Submission = Literal["UNSUBMITTED", "SUBMITTED"]
SortField = Literal[
"id",
"name",
@@ -62,6 +63,7 @@ class PreferencesInput(Contract):
class AlphaFilters(Contract):
+ submission: Submission | None = None
q: str | None = Field(default=None, max_length=300)
region: str | None = None
universe: str | None = None
@@ -160,16 +162,34 @@ class BulkUpdate(BulkInput):
class JobInput(Contract):
- kind: Literal["full_sync", "alpha_refresh", "pnl_refresh"]
+ kind: Literal["full_sync", "daily_sync", "alpha_refresh", "pnl_refresh", "self_correlation"]
alpha_ids: list[str] = Field(default_factory=list)
+ submission: Submission | None = None
+ date_from: date | None = None
+ date_to: date | None = None
@model_validator(mode="after")
def validate_ids(self):
- if self.kind == "full_sync":
+ if self.kind in ("full_sync", "daily_sync"):
if self.alpha_ids:
- raise ValueError("全量同步不接受 Alpha ID")
+ raise ValueError("列表同步不接受 Alpha ID")
+ if self.kind == "full_sync":
+ if self.submission == "UNSUBMITTED":
+ raise ValueError("待提交 Alpha 必须选择日期逐天同步")
+ self.submission = "SUBMITTED"
+ if self.date_from is not None or self.date_to is not None:
+ raise ValueError("全量同步不接受日期范围")
+ else:
+ if not self.submission or not self.date_from or not self.date_to:
+ raise ValueError("按天同步必须选择待提交/已提交和起止日期")
+ if self.date_from > self.date_to:
+ raise ValueError("开始日期不能晚于结束日期")
+ if self.date_to > datetime.now(timezone.utc).date():
+ raise ValueError("同步日期不能晚于今天(UTC)")
else:
self.alpha_ids = valid_ids(self.alpha_ids)
+ if self.submission is not None or self.date_from is not None or self.date_to is not None:
+ raise ValueError("按 ID 操作不接受分组或日期范围")
return self
@@ -199,6 +219,7 @@ class AlphaSummary(BaseModel):
date_submitted: datetime | None
synced_at: datetime
research: ResearchOutput
+ local_correlation: dict | None = None
class AlphaDetail(AlphaSummary):
@@ -230,6 +251,8 @@ class JobOutput(BaseModel):
next_retry_at: datetime | None
created_at: datetime
updated_at: datetime
+ payload: dict = Field(default_factory=dict)
+ checkpoint: dict = Field(default_factory=dict)
class PlatformSessionOutput(BaseModel):
@@ -286,6 +309,11 @@ class PnlOutput(BaseModel):
fetched_at: datetime | None
+class SelfCorrelationOutput(BaseModel):
+ cached: bool
+ result: dict | None
+
+
class FacetsOutput(BaseModel):
region: list[str]
universe: list[str]
diff --git a/backend/app/worldquant.py b/backend/app/worldquant.py
index e5aea35..e4d8eaf 100644
--- a/backend/app/worldquant.py
+++ b/backend/app/worldquant.py
@@ -257,20 +257,25 @@ class WqClient:
errors[key] = str(exc)
return usage_snapshot(data, errors)
- async def alphas(self, submission, hidden, offset, before):
+ async def alphas(self, submission, hidden, offset, before, *, date_from=None, date_to=None):
# Cover every platform stage; submitted records are not assumed to be OS only.
status_key = "status" if submission == "UNSUBMITTED" else "status!"
- return await self.get(
- "/users/self/alphas",
- {
- status_key: "UNSUBMITTED",
- "hidden": str(hidden).lower(),
- "limit": 100,
- "offset": offset,
- "order": "dateCreated",
- "dateCreated<": before,
- },
- )
+ params = {
+ status_key: "UNSUBMITTED",
+ "hidden": str(hidden).lower(),
+ "limit": 100,
+ "offset": offset,
+ "order": "dateCreated",
+ "dateCreated<": before,
+ }
+ if date_from is not None and date_to is not None:
+ # Daily intervals are [UTC midnight, next midnight). Submitted dates
+ # use the actual submission time, independently of creation or stage.
+ field = "dateCreated" if submission == "UNSUBMITTED" else "dateSubmitted"
+ params.update({f"{field}>=": date_from, f"{field}<": date_to, "order": field})
+ if field == "dateCreated":
+ params["dateCreated<"] = min(before, date_to)
+ return await self.get("/users/self/alphas", params)
async def alpha(self, alpha_id):
return await self.get(f"/alphas/{alpha_id}")
diff --git a/backend/migrations/versions/0003_local_self_correlation.py b/backend/migrations/versions/0003_local_self_correlation.py
new file mode 100644
index 0000000..b9419fe
--- /dev/null
+++ b/backend/migrations/versions/0003_local_self_correlation.py
@@ -0,0 +1,25 @@
+"""Persist local self-correlation independently of platform snapshots."""
+
+from alembic import op
+import sqlalchemy as sa
+
+revision = "0003"
+down_revision = "0002"
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+ op.create_table(
+ "self_correlations",
+ sa.Column("alpha_id", sa.String(100), sa.ForeignKey("alphas.id"), primary_key=True),
+ sa.Column("region", sa.String(50), nullable=True),
+ sa.Column("result", sa.JSON(), nullable=False),
+ sa.Column("stale", sa.Boolean(), nullable=False),
+ sa.Column("calculated_at", sa.DateTime(timezone=True), nullable=False),
+ )
+ op.create_index("ix_self_correlations_region", "self_correlations", ["region"])
+
+
+def downgrade():
+ op.drop_table("self_correlations")
diff --git a/backend/tests/browser_server.py b/backend/tests/browser_server.py
index 15eb448..928bd27 100644
--- a/backend/tests/browser_server.py
+++ b/backend/tests/browser_server.py
@@ -45,7 +45,7 @@ def sample(index):
"selection": {"code": "self_correlation < 0.5"} if super_alpha else None,
"combo": {"code": "alpha"} if super_alpha else None,
"settings": {
- "region": ["USA", "CHN", "EUR"][index % 3],
+ "region": ["USA", "CHN", "EUR"][(index // 3) % 3],
"universe": "TOP3000",
"language": language,
"delay": 1,
@@ -64,7 +64,10 @@ def sample(index):
"checks": [{"name": "LOW_SHARPE", "result": "PASS", "value": 2.1, "limit": 1.58}],
},
"os": {"sharpe": 1.1} if index % 3 == 0 else None,
- "dateCreated": (datetime(2025, 1, 1, tzinfo=timezone.utc) + timedelta(days=index)).isoformat(),
+ "dateCreated": (datetime(2025, 1, 1, tzinfo=timezone.utc) + timedelta(seconds=index)).isoformat(),
+ "dateSubmitted": (datetime(2025, 2, 1, tzinfo=timezone.utc) + timedelta(days=index % 2)).isoformat()
+ if index % 3 == 0
+ else None,
}
@@ -141,6 +144,21 @@ def create_test_app():
matched = [
r for r in records if (r["status"] == "UNSUBMITTED") == unsubmitted and r["hidden"] == hidden
]
+ for field in ("dateCreated", "dateSubmitted"):
+ for suffix in (">=", "<"):
+ boundary = request.url.params.get(field + suffix)
+ if boundary:
+ bound = datetime.fromisoformat(boundary).replace(tzinfo=timezone.utc)
+ matched = [
+ r
+ for r in matched
+ if r.get(field)
+ and (
+ datetime.fromisoformat(r[field]) >= bound
+ if suffix == ">="
+ else datetime.fromisoformat(r[field]) < bound
+ )
+ ]
offset, limit = (
int(request.url.params.get("offset", 0)),
int(request.url.params.get("limit", 100)),
diff --git a/backend/tests/test_alpha_management.py b/backend/tests/test_alpha_management.py
new file mode 100644
index 0000000..e1705b5
--- /dev/null
+++ b/backend/tests/test_alpha_management.py
@@ -0,0 +1,341 @@
+"""Behavioral coverage for submission scopes, daily recovery and local correlation."""
+
+import csv
+import io
+from datetime import date, datetime, timedelta
+
+import httpx
+import pytest
+from sqlalchemy import select
+
+from app.alphas import upsert_alpha
+from app.correlation import calculate_correlation, daily_changes
+from app.jobs import Runner
+from app.models import Alpha, JobItem, Pnl, Research, SelfCorrelation
+from app.worldquant import WqClient, WqError
+from tests.conftest import alpha
+from tests.test_jobs import FakePlatform, ready_runner, result
+
+PREFIX = "/api/v1"
+
+
+def points(changes, start=date(2025, 1, 1), multiplier=1):
+ value, data = 100, [{"date": start.isoformat(), "value": 100}]
+ for index, change in enumerate(changes, 1):
+ value += change * multiplier
+ data.append({"date": (start + timedelta(days=index)).isoformat(), "value": value})
+ return data
+
+
+def reference(alpha_id, data):
+ return {"alpha_id": alpha_id, "points": data, "fetched_at": "2025-03-01T00:00:00Z"}
+
+
+def test_signed_pearson_and_incomplete_coverage():
+ changes = [((i * 7) % 19) - 8 for i in range(60)]
+ target = points(changes)
+ positive = reference("positive", points(changes, multiplier=2))
+ negative = reference("negative", points(changes, multiplier=-1))
+ computed = calculate_correlation(target, [positive, negative])
+ assert computed["status"] == "high" and computed["compared_count"] == 2
+ assert computed["most_correlated_alpha_id"] == "positive"
+ assert computed["matches"][0]["sample_count"] == 60
+ assert computed["max_correlation"] == pytest.approx(1)
+ computed = calculate_correlation(target, [negative])
+ assert computed["status"] == "low" and computed["max_correlation"] == pytest.approx(-1)
+ incomplete = calculate_correlation(target, [negative, {"alpha_id": "missing", "error": "无权访问"}])
+ assert incomplete["status"] == "partial" and incomplete["skipped_count"] == 1
+
+
+@pytest.mark.parametrize("candidate", [[], points([1] * 60), points([1, 3, 2] * 9)])
+def test_insufficient_and_constant_series_are_never_passed(candidate):
+ report = calculate_correlation(points([1, 3, 2] * 20), [reference("invalid", candidate)])
+ assert report["status"] == "insufficient_data"
+ assert report["max_correlation"] is None and report["compared_count"] == 0
+ assert report["skipped_count"] == 1
+
+
+def test_missing_points_break_intervals_and_dates_align_before_comparison():
+ original = points([1, 3, 2] * 20)
+ missing = [dict(p) for p in original]
+ missing[4]["value"] = None
+ changes, _ = daily_changes(missing)
+ assert date(2025, 1, 5) not in changes and date(2025, 1, 6) not in changes
+ report = calculate_correlation(original, [reference("gap", list(reversed(missing)))])
+ assert report["matches"][0]["sample_count"] == 58
+ # A missing row must not pair a two-day increment with a one-day increment.
+ removed = original[:4] + original[5:]
+ report = calculate_correlation(original, [reference("gap", removed)])
+ assert report["matches"][0]["sample_count"] == 58
+ with pytest.raises(ValueError, match="同一天"):
+ daily_changes(original + [original[0]])
+
+
+def test_common_four_year_window_is_anchored_to_target():
+ changes = [1, 3, 2] * 20
+ target = points(changes, date(2025, 1, 1))
+ historical = points(changes, date(2019, 1, 1))
+ report = calculate_correlation(target, [reference("old", historical)])
+ assert report["status"] == "insufficient_data" and report["max_correlation"] is None
+ assert report["window_from"] == "2021-03-02"
+
+
+async def test_submission_tabs_and_export_share_the_same_scope(app, logged_in):
+ async with app.state.sessions() as db:
+ for raw in (
+ alpha("pending"),
+ alpha("active", status="ACTIVE", stage="IS"),
+ alpha("retired", status="DECOMMISSIONED"),
+ alpha("unknown", status=None),
+ ):
+ await upsert_alpha(db, raw)
+ await db.commit()
+ pending = (await logged_in.get(f"{PREFIX}/alphas?submission=UNSUBMITTED")).json()
+ submitted = (await logged_in.get(f"{PREFIX}/alphas?submission=SUBMITTED")).json()
+ assert [a["id"] for a in pending["items"]] == ["pending"]
+ assert {a["id"] for a in submitted["items"]} == {"active", "retired"}
+ exported = await logged_in.get(f"{PREFIX}/alphas/export?submission=SUBMITTED")
+ assert {r["id"] for r in csv.DictReader(io.StringIO(exported.text.lstrip("\ufeff")))} == {
+ "active",
+ "retired",
+ }
+ assert (await logged_in.get(f"{PREFIX}/alphas?submission=BAD")).status_code == 422
+
+
+async def test_daily_job_validation_scope_deduplication_and_history(app, logged_in):
+ await ready_runner(app)
+ for payload in (
+ {"kind": "daily_sync"},
+ {"kind": "full_sync", "submission": "UNSUBMITTED"},
+ {"kind": "full_sync", "date_from": "2025-01-01"},
+ {"kind": "daily_sync", "submission": "SUBMITTED", "date_from": "2025-01-02", "date_to": "2025-01-01"},
+ {"kind": "daily_sync", "submission": "SUBMITTED", "date_from": "2025-01-01", "date_to": "9999-01-01"},
+ {"kind": "alpha_refresh", "alpha_ids": ["a"], "submission": "SUBMITTED"},
+ ):
+ assert (await logged_in.post(f"{PREFIX}/sync-jobs", json=payload)).status_code == 422
+ payload = {
+ "kind": "daily_sync",
+ "submission": "UNSUBMITTED",
+ "date_from": "2025-01-01",
+ "date_to": "2025-01-02",
+ }
+ first = (await logged_in.post(f"{PREFIX}/sync-jobs", json=payload)).json()
+ duplicate = (await logged_in.post(f"{PREFIX}/sync-jobs", json=payload)).json()
+ other = (await logged_in.post(f"{PREFIX}/sync-jobs", json={**payload, "submission": "SUBMITTED"})).json()
+ assert first["id"] == duplicate["id"] != other["id"]
+ assert first["payload"]["date_from"] == "2025-01-01"
+ full = (await logged_in.post(f"{PREFIX}/sync-jobs", json={"kind": "full_sync"})).json()
+ assert full["payload"]["submission"] == "SUBMITTED"
+
+
+class DailyPlatform(FakePlatform):
+ def __init__(self):
+ super().__init__()
+ self.daily_calls = []
+ self.fail_daily = True
+ self.records = [
+ alpha("midnight", dateCreated="2025-01-01T00:00:00Z"),
+ alpha("end", dateCreated="2025-01-01T23:59:59.999999Z"),
+ alpha("next", dateCreated="2025-01-02T00:00:00Z"),
+ alpha("hidden1", hidden=True, dateCreated="2025-01-02T01:00:00Z"),
+ alpha("hidden2", hidden=True, dateCreated="2025-01-02T02:00:00Z"),
+ alpha(
+ "submitted",
+ status="ACTIVE",
+ dateCreated="2024-01-01T00:00:00Z",
+ dateSubmitted="2025-01-02T00:00:00Z",
+ ),
+ ]
+
+ async def alphas(self, submission, hidden, offset, before, *, date_from=None, date_to=None):
+ self.daily_calls.append((submission, hidden, offset, date_from, date_to))
+ if self.fail_daily and hidden and offset == 1:
+ raise WqError("模拟日内第二页失败", "network_error")
+ field = "dateCreated" if submission == "UNSUBMITTED" else "dateSubmitted"
+ matched = [
+ r
+ for r in self.records
+ if (r["status"] == "UNSUBMITTED") == (submission == "UNSUBMITTED") and r["hidden"] == hidden
+ ]
+ if date_from:
+ matched = [
+ r
+ for r in matched
+ if datetime.fromisoformat(date_from)
+ <= datetime.fromisoformat(r[field].replace("Z", "+00:00"))
+ < datetime.fromisoformat(date_to)
+ ]
+ return {"results": matched[offset : offset + 1], "count": len(matched)}
+
+
+async def test_daily_sync_midnight_hidden_pages_restart_and_research_preservation(app, logged_in):
+ runner = await ready_runner(app)
+ runner.client = DailyPlatform()
+ payload = {
+ "kind": "daily_sync",
+ "submission": "UNSUBMITTED",
+ "date_from": "2025-01-01",
+ "date_to": "2025-01-02",
+ }
+ job_id = (await logged_in.post(f"{PREFIX}/sync-jobs", json=payload)).json()["id"]
+ await runner.execute(job_id)
+ failed = await result(runner, job_id)
+ assert failed.status == "failed" and failed.processed == 4
+ assert failed.checkpoint["date"] == "2025-01-02" and failed.checkpoint["offset"] == 1
+ async with runner.sessions() as db:
+ research = await db.get(Research, "midnight")
+ research.note, research.state = "preserved", "candidate"
+ await db.commit()
+ resumed = Runner(runner.sessions, runner.settings, DailyPlatform())
+ resumed.client.fail_daily = False
+ await resumed.execute(job_id)
+ complete = await result(resumed, job_id)
+ assert complete.status == "completed" and complete.processed == complete.total == 5
+ assert complete.checkpoint["dates_completed"] == complete.checkpoint["dates_total"] == 2
+ assert resumed.client.daily_calls[0][1:3] == (True, 1)
+ async with runner.sessions() as db:
+ assert len((await db.scalars(select(JobItem).where(JobItem.job_id == job_id))).all()) == 5
+ assert (await db.get(Research, "midnight")).note == "preserved"
+ assert await db.get(Alpha, "submitted") is None
+ # Daily submitted sync uses submission date, although its creation was a year earlier.
+ submitted_id = (
+ await logged_in.post(f"{PREFIX}/sync-jobs", json={**payload, "submission": "SUBMITTED"})
+ ).json()["id"]
+ await resumed.execute(submitted_id)
+ assert (await result(resumed, submitted_id)).processed == 1
+ full_id = (await logged_in.post(f"{PREFIX}/sync-jobs", json={"kind": "full_sync"})).json()["id"]
+ resumed.client.daily_calls.clear()
+ await resumed.execute(full_id)
+ assert (await result(resumed, full_id)).processed == 1
+ assert {call[0] for call in resumed.client.daily_calls} == {"SUBMITTED"}
+
+
+async def test_platform_ignoring_daily_filter_does_not_import_other_days(app, logged_in):
+ runner = await ready_runner(app)
+
+ async def wrong_day(*args, **kwargs):
+ return {"results": [alpha("wrong", dateCreated="2024-01-01T00:00:00Z")], "next": None}
+
+ runner.client.alphas = wrong_day
+ job = (
+ await logged_in.post(
+ f"{PREFIX}/sync-jobs",
+ json={
+ "kind": "daily_sync",
+ "submission": "UNSUBMITTED",
+ "date_from": "2025-01-01",
+ "date_to": "2025-01-01",
+ },
+ )
+ ).json()
+ await runner.execute(job["id"])
+ assert (await result(runner, job["id"])).status == "failed"
+ async with runner.sessions() as db:
+ assert await db.get(Alpha, "wrong") is None
+
+
+async def test_local_detection_uses_cache_excludes_self_and_keeps_research(app, logged_in):
+ runner = app.state.runner # No credentials: any upstream call fails this test.
+ data = points([1, 4, 2, -2] * 20)
+ async with runner.sessions() as db:
+ for raw in [
+ alpha("target", status="ACTIVE"),
+ alpha("peer", status="ACTIVE"),
+ alpha("pending"),
+ alpha("other-region", status="ACTIVE", settings={"region": "CHN"}),
+ alpha("unknown", status=None),
+ ]:
+ await upsert_alpha(db, raw)
+ db.add(Pnl(alpha_id=raw["id"], raw={}, points=data))
+ await db.flush()
+ research = await db.get(Research, "target")
+ research.note, research.state = "hypothesis", "candidate"
+ await db.commit()
+ job = (
+ await logged_in.post(
+ f"{PREFIX}/sync-jobs", json={"kind": "self_correlation", "alpha_ids": ["target"]}
+ )
+ ).json()
+ await runner.execute(job["id"])
+ assert (await result(runner, job["id"])).status == "completed"
+ report = (await logged_in.get(f"{PREFIX}/alphas/target/self-correlation")).json()["result"]
+ assert report["candidate_count"] == report["compared_count"] == 1
+ assert report["matches"][0]["alpha_id"] == "peer" and report["status"] == "high"
+ for timestamp in (
+ report["calculated_at"],
+ report["target_pnl_fetched_at"],
+ report["matches"][0]["pnl_fetched_at"],
+ ):
+ assert datetime.fromisoformat(timestamp).utcoffset() == timedelta(0)
+ async with runner.sessions() as db:
+ assert (await db.get(Research, "target")).state == "candidate"
+ assert (await db.get(Research, "target")).note == "hypothesis"
+ assert (await db.get(Alpha, "target")).checks[0]["result"] == "FAIL"
+ # A new submitted reference invalidates the old result without deleting it.
+ await upsert_alpha(db, alpha("new-peer", status="ACTIVE"))
+ await db.commit()
+ assert (await db.get(SelfCorrelation, "target")).stale
+ summary = (await logged_in.get(f"{PREFIX}/alphas?q=target")).json()["items"][0]["local_correlation"]
+ assert summary["stale"] and summary["max_correlation"] == pytest.approx(1)
+ assert datetime.fromisoformat(summary["calculated_at"]).utcoffset() == timedelta(0)
+
+
+async def test_missing_pnl_filled_once_and_partial_data_reported(app, logged_in):
+ runner = await ready_runner(app)
+ calls = []
+ data = points([1, 3, -2] * 20)
+
+ async def pnl(alpha_id):
+ calls.append(alpha_id)
+ if alpha_id == "unavailable":
+ raise WqError("无权访问", "access_denied")
+ multiplier = 1 if alpha_id == "target" else -1
+ return {"records": [{"date": p["date"], "pnl": p["value"] * multiplier} for p in data]}
+
+ runner.client.pnl = pnl
+ async with runner.sessions() as db:
+ for raw in [alpha("target"), alpha("peer", status="ACTIVE"), alpha("unavailable", status="ACTIVE")]:
+ await upsert_alpha(db, raw)
+ await db.commit()
+
+ async def run():
+ job = (
+ await logged_in.post(
+ f"{PREFIX}/sync-jobs", json={"kind": "self_correlation", "alpha_ids": ["target"]}
+ )
+ ).json()
+ await runner.execute(job["id"])
+ return (await logged_in.get(f"{PREFIX}/alphas/target/self-correlation")).json()["result"]
+
+ report = await run()
+ assert report["status"] == "partial" and report["skipped_count"] == 1
+ await run()
+ assert calls.count("target") == calls.count("peer") == 1
+
+
+async def test_scoped_date_query_parameters_and_no_platform_check(settings):
+ requests = []
+
+ def handler(request):
+ requests.append(request)
+ return httpx.Response(200, json={"results": []})
+
+ client = WqClient(settings, transport=httpx.MockTransport(handler))
+ client.credentials, client.authenticated = ("test@example.com", "test"), True
+ for submission in ("UNSUBMITTED", "SUBMITTED"):
+ await client.alphas(
+ submission,
+ True,
+ 100,
+ "2025-03-01T00:00:00+00:00",
+ date_from="2025-01-01T00:00:00+00:00",
+ date_to="2025-01-02T00:00:00+00:00",
+ )
+ first, second = [dict(r.url.params) for r in requests]
+ assert first["dateCreated>="] == "2025-01-01T00:00:00+00:00"
+ assert first["dateCreated<"] == "2025-01-02T00:00:00+00:00"
+ assert second["dateSubmitted>="] == first["dateCreated>="]
+ assert second["dateSubmitted<"] == first["dateCreated<"]
+ assert "status!" in second and second["hidden"] == "true"
+ assert all(r.method == "GET" and r.url.path == "/users/self/alphas" for r in requests)
+ await client.close()
diff --git a/docs/project-plan.md b/docs/project-plan.md
index f839b9b..44c165b 100644
--- a/docs/project-plan.md
+++ b/docs/project-plan.md
@@ -30,10 +30,11 @@
- 主界面为侧栏、筛选区、可排序分页表格、列显隐、多选、详情抽屉;任务进度在独立面板查看。
- 列表以完整 flex 高度链填充可用区域,仅表体滚动,分页固定在底部;聊天展开后按剩余空间布局,保留编辑草稿。
-- 全量同步已提交/未提交、隐藏/可见 Alpha;指定 ID 导入及选中刷新;仅手动触发。
+- 列表分为待提交、已提交两个 Tab,分组作用于查询、选择及导出。待提交先选 UTC 创建日期范围后逐天同步;已提交按 UTC 提交日期逐天同步或全量同步,均覆盖隐藏/可见记录。支持指定 ID 导入及选中刷新;仅手动触发。
- 筛选 ID/名称/表达式、地区、Universe、类型、语言、平台状态、隐藏、日期、核心指标、本地标签/状态/收藏。
- 展示 REGULAR/SUPER、FASTEXPR/PYTHON、Selection/Combo、完整 settings、IS/OS、已有 checks。
- PnL 按需获取、缓存、曲线展示、刷新;可打开 BRAIN 原页面。
+- 本地自相关以已同步的同地区已提交 Alpha 为基准,排除自身;缓存缺失时只读补取 PnL。累计 PnL 作日变化,在目标最新日往前四年计算 Pearson,最少 30 个共同样本,带符号最大值达到 0.7 时告警。展示不足及跳过原因;结果单独保存,缓存或基准改变后标记待重算。支持单条及最多 100 条批量检测,不触发平台检查。
- 本地备注、标签、收藏与研究状态单独保存,同步不能覆盖。研究状态:inbox/candidate/optimizing/archived。
- 批量加减标签及改研究状态;CSV 按当前筛选与排序导出全部结果,不限制为 500 条。
- 指标缺失保留 null,不伪装成零;本地研究状态与平台状态、检查结果分开。
@@ -50,7 +51,7 @@ React + Semi Design + AI SDK UI 提供可调整宽度的聊天面板;FastAPI +
页面读取本地数据库。`/api/v1/auth` 管理登录,`/account` 管理配置与资料,`/alphas` 管理查询及研究记录,`/alphas/{id}/pnl` 读取缓存,`/sync-jobs` 创建、查询、取消和重试任务。
长任务返回 job ID;前端轮询。首期单后端进程运行异步任务,任务及分页检查点持久化。
每页原子落库、按 Alpha ID 更新、失败重试及重启恢复;429 遵守 Retry-After,其余暂时性错误有界退避。
-原始业务响应与结构化摘要分别保存,不存认证敏感字段。上游数据移动可能影响 offset 分页,通过 ID 去重及再次全量同步校正,不因一次未查到就删除本地记录。
+原始业务响应与结构化摘要分别保存,不存认证敏感字段。上游数据移动可能影响 offset 分页,通过 ID 去重及再次同步对应范围校正,不因一次未查到就删除本地记录。
## 路线图
@@ -59,7 +60,7 @@ React + Semi Design + AI SDK UI 提供可调整宽度的聊天面板;FastAPI +
| 一 | 账户、列表、研究记录、同步、部署 | 本文件首期范围 |
| 一扩展 | AI 聊天、模型配置、只读业务工具、修改确认闭环 | [AI Chatbot 开发计划](ai-chatbot-plan.md) |
| 二 | 数据集/字段/算子、模板、批次队列、AST 校验、实验去重、暂停恢复 | 旧系统采样→密度→深度回测,以及 [回测台账](https://mail.google.com/mail/#all/19ea68a7dde5ceaa) |
-| 三 | PnL 稳定性、比较、相关性、稳健性、跨区变体、Super Alpha 组合 | 旧系统有效分析能力 |
+| 三 | PnL 稳定性、比较、进一步的相关性与稳健性分析、跨区变体、Super Alpha 组合 | 基础本地自相关已纳入当前 Alpha 管理;其余参考旧系统有效分析能力 |
| 四 | 假设与实验记录、CLI/MCP、论坛检索与进一步的研究编排 | [决策摘要](https://mail.google.com/mail/#all/19fc16ce3f17311c)、[可复盘流程](https://mail.google.com/mail/#all/1a00ee69df671d4c) |
| 后续 | 平台回写、检查、提交、顾问表现 | 另行确认业务范围 |
diff --git a/frontend/src/ai/ChatPanel.tsx b/frontend/src/ai/ChatPanel.tsx
index 83de847..5046a7e 100644
--- a/frontend/src/ai/ChatPanel.tsx
+++ b/frontend/src/ai/ChatPanel.tsx
@@ -579,7 +579,21 @@ function BusinessCard({
{Array.isArray(call.preview.operation.alpha_ids) &&
call.preview.operation.alpha_ids.length
? call.preview.operation.alpha_ids.join("、")
- : "全部 Alpha"}
+ : call.preview.operation.submission === "UNSUBMITTED"
+ ? "待提交 Alpha"
+ : call.preview.operation.submission === "SUBMITTED"
+ ? "已提交 Alpha"
+ : "全部 Alpha"}
+ {call.preview.operation.kind === "daily_sync" && (
+ <>
+ {" · "}
+ {call.preview.operation.submission === "UNSUBMITTED"
+ ? "创建日期"
+ : "提交日期"}{" "}
+ {String(call.preview.operation.date_from)} 至{" "}
+ {String(call.preview.operation.date_to)}(UTC)
+ >
+ )}
)}
{call.preview.job && (
diff --git a/frontend/src/api.ts b/frontend/src/api.ts
index 6bad5b6..0febade 100644
--- a/frontend/src/api.ts
+++ b/frontend/src/api.ts
@@ -83,12 +83,20 @@ export const stateOptions = Object.entries(stateLabels).map(
);
export const jobLabels: Record = {
full_sync: "全量同步 Alpha",
+ daily_sync: "按天同步 Alpha",
+ self_correlation: "本地自相关检测",
alpha_refresh: "导入 / 刷新 Alpha",
pnl_refresh: "获取 PnL",
connect: "连接 WorldQuant",
verify: "继续人工验证",
profile: "刷新个人资料",
};
+export const correlationLabels = {
+ high: "相关性偏高",
+ low: "低于阈值",
+ partial: "样本不完整",
+ insufficient_data: "数据不足",
+};
export const jobStateLabels: Record = {
queued: "排队中",
running: "执行中",
diff --git a/frontend/src/components/AlphaDetail.tsx b/frontend/src/components/AlphaDetail.tsx
index c451c77..69eae99 100644
--- a/frontend/src/components/AlphaDetail.tsx
+++ b/frontend/src/components/AlphaDetail.tsx
@@ -31,6 +31,7 @@ import type {
ResearchState,
} from "../types";
import { PnlChart } from "./PnlChart";
+import { SelfCorrelationPanel } from "./SelfCorrelationPanel";
export function AlphaDetail({
id,
@@ -304,6 +305,17 @@ export function AlphaDetail({
)}
+
+ {tab === "correlation" && id && (
+
+ )}
+
diff --git a/frontend/src/components/AlphaSyncDialog.tsx b/frontend/src/components/AlphaSyncDialog.tsx
new file mode 100644
index 0000000..d5f5875
--- /dev/null
+++ b/frontend/src/components/AlphaSyncDialog.tsx
@@ -0,0 +1,98 @@
+import { useState } from "react";
+import { Input, Modal, Toast } from "@douyinfe/semi-ui-19";
+import { post } from "../api";
+import type { Submission } from "../types";
+
+export function AlphaSyncDialog({
+ submission,
+ suspended,
+ onClose,
+ onTask,
+}: {
+ submission: Submission;
+ suspended: boolean;
+ onClose: () => void;
+ onTask: () => void;
+}) {
+ const [from, setFrom] = useState("");
+ const [to, setTo] = useState("");
+ const [busy, setBusy] = useState(false);
+ const [error, setError] = useState("");
+ const label = submission === "UNSUBMITTED" ? "待提交" : "已提交";
+ const dateLabel = submission === "UNSUBMITTED" ? "创建日期" : "提交日期";
+ const today = new Date().toISOString().slice(0, 10);
+ async function start() {
+ if (!from || !to || from > to || to > today) {
+ setError("请选择有效的起止日期,结束日期不能晚于今天(UTC)。");
+ return;
+ }
+ setBusy(true);
+ try {
+ await post("/sync-jobs", {
+ kind: "daily_sync",
+ submission,
+ date_from: from,
+ date_to: to,
+ });
+ onClose();
+ onTask();
+ } catch (e) {
+ Toast.error((e as Error).message);
+ } finally {
+ setBusy(false);
+ }
+ }
+ return (
+ void start()}
+ >
+
+ 按{dateLabel}(UTC)逐天获取,包含隐藏记录。相同起止日期表示只同步当天。
+
+
+
+
+
+ {error && (
+
+ {error}
+
+ )}
+
+ 任务面板显示当前日期和进度,中断后可继续未完成部分。
+
+
+ );
+}
diff --git a/frontend/src/components/JobPanel.tsx b/frontend/src/components/JobPanel.tsx
index 819c02d..558877c 100644
--- a/frontend/src/components/JobPanel.tsx
+++ b/frontend/src/components/JobPanel.tsx
@@ -72,6 +72,28 @@ export function JobPanel({
{formatTime(job.created_at, timezone)}
+ {job.payload?.submission && (
+
+ {job.payload.submission === "SUBMITTED" ? "已提交" : "待提交"}
+ {job.payload.date_from
+ ? ` · ${job.payload.date_from} 至 ${job.payload.date_to}(UTC)`
+ : " · 全量"}
+
+ )}
+ {job.checkpoint?.date && (
+
+ 同步日期:{job.checkpoint.date} · 已完成{" "}
+ {job.checkpoint.dates_completed} / {job.checkpoint.dates_total} 天
+
+ )}
+ {job.kind === "self_correlation" && job.checkpoint?.alpha_id && (
+
+ {job.checkpoint.alpha_id} ·{" "}
+ {job.checkpoint.phase === "calculating"
+ ? "计算相关性"
+ : `准备 PnL:${job.checkpoint.references_loaded ?? 0} / ${job.checkpoint.references_total ?? 0} 个基准`}
+
+ )}
已处理 {job.processed}
diff --git a/frontend/src/components/SelfCorrelationPanel.tsx b/frontend/src/components/SelfCorrelationPanel.tsx
new file mode 100644
index 0000000..ae523d7
--- /dev/null
+++ b/frontend/src/components/SelfCorrelationPanel.tsx
@@ -0,0 +1,191 @@
+import { useEffect, useState } from "react";
+import {
+ Banner,
+ Button,
+ Descriptions,
+ Empty,
+ Spin,
+ Table,
+ Tag,
+ Toast,
+} from "@douyinfe/semi-ui-19";
+import { api, correlationLabels, formatNumber, formatTime, post } from "../api";
+import type { CorrelationResult } from "../types";
+
+export function SelfCorrelationPanel({
+ id,
+ version,
+ timezone,
+ onTask,
+}: {
+ id: string;
+ version: string;
+ timezone?: string;
+ onTask: () => void;
+}) {
+ const [result, setResult] = useState(null);
+ const [loading, setLoading] = useState(true);
+ const [busy, setBusy] = useState(false);
+ const [error, setError] = useState("");
+ useEffect(() => {
+ const controller = new AbortController();
+ setLoading(true);
+ api<{ result: CorrelationResult | null }>(
+ `/alphas/${id}/self-correlation`,
+ { signal: controller.signal },
+ )
+ .then((value) => {
+ if (!controller.signal.aborted) {
+ setResult(value.result);
+ setError("");
+ }
+ })
+ .catch((e) => {
+ if (!controller.signal.aborted) setError(e.message);
+ })
+ .finally(() => {
+ if (!controller.signal.aborted) setLoading(false);
+ });
+ return () => controller.abort();
+ }, [id, version]);
+ async function check() {
+ setBusy(true);
+ try {
+ await post("/sync-jobs", { kind: "self_correlation", alpha_ids: [id] });
+ onTask();
+ } catch (e) {
+ Toast.error((e as Error).message);
+ } finally {
+ setBusy(false);
+ }
+ }
+ return (
+
+
+
本地自相关
+
+
+
+ 与本地已同步的同地区已提交 Alpha 比较,排除自身。使用 PnL
+ 缓存,缺失时自动获取;建议先全量同步已提交 Alpha。
+
+
+ 近四年 PnL 日变化的 Pearson 相关系数,至少 30 个共同样本;本地告警线为
+ 0.7,检测结果与平台检查分别记录。
+
+ {error &&
}
+ {loading && !result ? (
+
+ ) : !result ? (
+
+ ) : (
+ <>
+ {result.stale && (
+
+ )}
+
+
+ {correlationLabels[result.status]}
+
+
+ 计算于 {formatTime(result.calculated_at, timezone)}
+
+
+
+ {result.reason &&
{result.reason}
}
+ {result.status === "partial" && (
+
已有样本低于阈值,但部分基准无法比较,不能据此判断全部样本。
+ )}
+ {result.matches.length > 0 && (
+ <>
+
相关系数最高的 Alpha(最多 10 条)
+
(
+
+ {value}
+
+ ),
+ },
+ {
+ title: "相关系数",
+ dataIndex: "correlation",
+ render: (value) => formatNumber(value, 4),
+ },
+ { title: "共同样本", dataIndex: "sample_count" },
+ {
+ title: "PnL 更新",
+ dataIndex: "pnl_fetched_at",
+ render: (value) => formatTime(value, timezone),
+ },
+ ]}
+ />
+ >
+ )}
+ {result.skipped.length > 0 && (
+
+
+ 跳过原因({result.skipped_count} 条,最多展示 100 条)
+
+ {result.skipped.map((item) => (
+
+ {item.alpha_id}:{item.reason}
+
+ ))}
+
+ )}
+ >
+ )}
+
+ );
+}
diff --git a/frontend/src/pages/AlphaPage.tsx b/frontend/src/pages/AlphaPage.tsx
index 95c3323..34a8cf1 100644
--- a/frontend/src/pages/AlphaPage.tsx
+++ b/frontend/src/pages/AlphaPage.tsx
@@ -11,6 +11,7 @@ import {
Pagination,
Select,
Table,
+ Tabs,
Tag,
TextArea,
Toast,
@@ -18,6 +19,7 @@ import {
import type { ColumnProps } from "@douyinfe/semi-ui-19/lib/es/table/interface";
import {
api,
+ correlationLabels,
formatNumber,
formatTime,
patch,
@@ -26,8 +28,15 @@ import {
stateLabels,
stateOptions,
} from "../api";
-import type { Account, Alpha, AlphaPage as Page, Facets } from "../types";
+import type {
+ Account,
+ Alpha,
+ AlphaPage as Page,
+ Facets,
+ Submission,
+} from "../types";
import { AlphaDetail } from "../components/AlphaDetail";
+import { AlphaSyncDialog } from "../components/AlphaSyncDialog";
import type { PageContext, UIAction } from "../ai/types";
const metricLabels = {
@@ -46,6 +55,7 @@ const initialColumns = [
"sharpe",
"fitness",
"turnover",
+ "correlation",
"research",
];
const columnLabels: Record = {
@@ -63,6 +73,8 @@ const columnLabels: Record = {
tags: "本地标签",
language: "语言",
created: "创建时间",
+ submitted: "提交时间",
+ correlation: "本地自相关",
};
export function AlphaPage({
@@ -99,6 +111,8 @@ export function AlphaPage({
const [facets, setFacets] = useState({});
const [draft, setDraft] = useState>({});
const [filters, setFilters] = useState>({});
+ const [submission, setSubmission] = useState("UNSUBMITTED");
+ const [syncingScope, setSyncingScope] = useState(null);
const [page, setPage] = useState(1);
const [pageSize, setPageSize] = useState(25);
const [sort, setSort] = useState("date_created");
@@ -157,12 +171,13 @@ export function AlphaPage({
const params = useMemo(
() => ({
...filters,
+ submission,
sort,
direction,
limit: pageSize,
offset: (page - 1) * pageSize,
}),
- [filters, sort, direction, pageSize, page],
+ [filters, submission, sort, direction, pageSize, page],
);
const query = queryString(params);
useEffect(() => {
@@ -190,6 +205,7 @@ export function AlphaPage({
direction: nextDirection,
limit: _limit,
offset: _offset,
+ submission: nextSubmission,
...values
} = action.filters;
const next = Object.fromEntries(
@@ -201,6 +217,8 @@ export function AlphaPage({
setFilters(next);
setPage(1);
setSelected([]);
+ if (nextSubmission === "SUBMITTED" || nextSubmission === "UNSUBMITTED")
+ setSubmission(nextSubmission);
if (nextSort) setSort(String(nextSort));
if (nextDirection) setDirection(String(nextDirection));
}
@@ -247,10 +265,22 @@ export function AlphaPage({
setFilters({});
setPage(1);
}
+ function changeSubmission(value: string) {
+ setSubmission(value as Submission);
+ setDraft({});
+ setFilters({});
+ setPage(1);
+ setSelected([]);
+ setSort(value === "SUBMITTED" ? "date_submitted" : "date_created");
+ }
async function newTask(kind: string, ids: string[] = []) {
setBusy(kind);
try {
- await post("/sync-jobs", { kind, alpha_ids: ids });
+ await post("/sync-jobs", {
+ kind,
+ alpha_ids: ids,
+ ...(kind === "full_sync" ? { submission: "SUBMITTED" } : {}),
+ });
setImporting(false);
setIdText("");
onTask();
@@ -389,6 +419,31 @@ export function AlphaPage({
),
},
{ key: "language", title: "语言", width: 125, dataIndex: "language" },
+ {
+ key: "correlation",
+ title: "本地自相关",
+ width: 160,
+ render: (_, row) => {
+ const value = row!.local_correlation;
+ return value ? (
+
+ {value.stale ? "待重算" : correlationLabels[value.status]}
+ {value.max_correlation !== null &&
+ ` · ${formatNumber(value.max_correlation, 3)}`}
+
+ ) : (
+ 未检测
+ );
+ },
+ },
+ {
+ key: "submitted",
+ title: "提交时间",
+ width: 165,
+ render: (_, row) => formatTime(row!.date_submitted, account?.timezone),
+ },
{
key: "created",
title: "创建时间",
@@ -419,12 +474,23 @@ export function AlphaPage({
+ {submission === "SUBMITTED" && (
+
+ )}
@@ -467,6 +533,15 @@ export function AlphaPage({
)}
{error &&
}
+
-
全部 Alpha
+
+ {submission === "UNSUBMITTED" ? "待提交" : "已提交"} Alpha
+
{data.total.toLocaleString()}
{selected.length > 0 && (
@@ -630,6 +707,14 @@ export function AlphaPage({
{selected.length > 0 && (
<>
+
+ {syncingScope && (
+
setSyncingScope(null)}
+ onTask={onTask}
+ />
+ )}
diff --git a/frontend/tests/alpha-management.spec.ts b/frontend/tests/alpha-management.spec.ts
new file mode 100644
index 0000000..dd93bd7
--- /dev/null
+++ b/frontend/tests/alpha-management.spec.ts
@@ -0,0 +1,145 @@
+import { expect, test } from "@playwright/test";
+
+test("submission tabs, day selection, local correlation and reload", async ({
+ page,
+}) => {
+ const errors: string[] = [];
+ page.on("pageerror", (error) => errors.push(error.message));
+ await page.goto("/");
+ await page.getByLabel("密码", { exact: true }).fill("browser-test-password");
+ await page.getByRole("button", { name: "进入工作空间" }).click();
+ await expect(
+ page.getByRole("heading", { name: "Alpha 管理", exact: true }),
+ ).toBeVisible();
+ const headers = { "X-WQ-Request": "1" };
+ const credentials = await page.request.put("/api/v1/account/credentials", {
+ headers,
+ data: { email: "test@example.com", password: "synthetic-password" },
+ });
+ expect(credentials.ok()).toBe(true);
+ expect(
+ (await page.request.post("/api/v1/account/connect", { headers })).ok(),
+ ).toBe(true);
+ await expect
+ .poll(
+ async () =>
+ (await (await page.request.get("/api/v1/account")).json())
+ .connection_status,
+ )
+ .toBe("connected");
+ await page.reload();
+ await page.getByRole("button", { name: "Alpha 管理", exact: true }).click();
+ await page.getByRole("tab", { name: "已提交", exact: true }).click();
+ await page.getByRole("button", { name: "按天同步", exact: true }).click();
+ await expect(page.getByRole("dialog")).toContainText("提交日期");
+ await page.getByRole("button", { name: "开始同步", exact: true }).click();
+ await expect(page.getByRole("alert")).toContainText("请选择有效的起止日期");
+ // Separate validation from submission; Semi ignores repeated OK clicks within 100 ms.
+ await page
+ .getByRole("dialog")
+ .getByRole("button", { name: "cancel", exact: true })
+ .click();
+ await page.getByRole("button", { name: "按天同步", exact: true }).click();
+ await page.getByLabel("同步开始日期").fill("2025-02-02");
+ await page.getByLabel("同步结束日期").fill("2025-02-02");
+ const request = page.waitForResponse(
+ (response) =>
+ response.url().endsWith("/api/v1/sync-jobs") &&
+ response.request().method() === "POST",
+ );
+ await page.getByRole("button", { name: "开始同步", exact: true }).click();
+ const job = await (await request).json();
+ expect(job.payload).toMatchObject({
+ submission: "SUBMITTED",
+ date_from: "2025-02-02",
+ date_to: "2025-02-02",
+ });
+ await expect
+ .poll(
+ async () =>
+ (await (await page.request.get(`/api/v1/sync-jobs/${job.id}`)).json())
+ .status,
+ )
+ .toBe("completed");
+ const complete = await (
+ await page.request.get(`/api/v1/sync-jobs/${job.id}`)
+ ).json();
+ expect(complete.processed).toBe(103);
+ await expect(page.locator(".job-panel")).toContainText("2025-02-02");
+ await page.keyboard.press("Escape");
+ await page.getByRole("textbox", { name: "搜索 Alpha" }).fill("TEST0003");
+ await page.getByRole("button", { name: "查询", exact: true }).click();
+ await expect(page.locator(".alpha-link")).toHaveCount(1);
+ await page.getByRole("tab", { name: "待提交", exact: true }).click();
+ await expect(page.getByRole("textbox", { name: "搜索 Alpha" })).toHaveValue(
+ "",
+ );
+ await page.getByRole("button", { name: "按天同步", exact: true }).click();
+ await expect(page.getByRole("dialog")).toContainText("创建日期");
+ await page.getByLabel("同步开始日期").fill("2025-01-01");
+ await page.getByLabel("同步结束日期").fill("2025-01-01");
+ await page.getByRole("button", { name: "开始同步", exact: true }).click();
+ await expect
+ .poll(
+ async () =>
+ (
+ await (
+ await page.request.get("/api/v1/alphas?submission=UNSUBMITTED")
+ ).json()
+ ).total,
+ )
+ .toBe(413);
+ await page.keyboard.press("Escape");
+ await page.getByRole("textbox", { name: "搜索 Alpha" }).fill("TEST0004");
+ await page.getByRole("button", { name: "查询", exact: true }).click();
+ await page.locator(".alpha-link").click();
+ await page.getByRole("tab", { name: "本地自相关", exact: true }).click();
+ await page.getByRole("button", { name: "检测自相关", exact: true }).click();
+ await expect
+ .poll(
+ async () =>
+ (
+ await (
+ await page.request.get("/api/v1/alphas/TEST0004/self-correlation")
+ ).json()
+ ).result?.status,
+ { timeout: 20000 },
+ )
+ .toBe("high");
+ await page.keyboard.press("Escape");
+ await expect(page.locator(".job-panel")).not.toBeVisible();
+ await expect(page.locator(".correlation-panel")).toContainText("相关性偏高");
+ await expect(page.locator(".correlation-panel")).toContainText("1.0000");
+ await page.screenshot({
+ path: "../output/playwright/local-correlation.png",
+ animations: "disabled",
+ });
+ await page.keyboard.press("Escape");
+ await page.reload();
+ await page.getByRole("textbox", { name: "搜索 Alpha" }).fill("TEST0004");
+ await page.getByRole("button", { name: "查询", exact: true }).click();
+ await expect(page.locator(".alpha-table")).toContainText("相关性偏高");
+ await page.getByRole("tab", { name: "已提交", exact: true }).click();
+ await expect(
+ page.getByRole("button", { name: "全量同步已提交" }),
+ ).toBeVisible();
+ for (const width of [1440, 390]) {
+ await page.setViewportSize({ width, height: 900 });
+ await expect(
+ page.getByRole("tab", { name: "已提交", exact: true }),
+ ).toBeVisible();
+ await expect(
+ page.getByRole("button", { name: "按天同步", exact: true }),
+ ).toBeVisible();
+ expect(
+ await page.evaluate(
+ () => document.documentElement.scrollWidth <= window.innerWidth,
+ ),
+ ).toBe(true);
+ await page.screenshot({
+ path: `../output/playwright/alpha-tabs-${width}.png`,
+ animations: "disabled",
+ });
+ }
+ expect(errors).toEqual([]);
+});
diff --git a/frontend/tests/workspace.spec.ts b/frontend/tests/workspace.spec.ts
index 9a98116..774ccac 100644
--- a/frontend/tests/workspace.spec.ts
+++ b/frontend/tests/workspace.spec.ts
@@ -1,7 +1,7 @@
import { expect, test } from "@playwright/test";
import { readFile } from "node:fs/promises";
-test("account → full sync → research → resync → PnL → filtered export → logout", async ({
+test("account → scoped sync → research → resync → PnL → filtered export → logout", async ({
page,
}) => {
const failures: string[] = [];
@@ -48,7 +48,29 @@ test("account → full sync → research → resync → PnL → filtered export
await expect(simulation).toContainText("10,000(本地设定)");
await expect(simulation).toContainText("9,997");
await page.getByRole("button", { name: "Alpha 管理", exact: true }).click();
- await page.getByRole("button", { name: "同步平台数据" }).click();
+ await expect(
+ page.getByRole("tab", { name: "待提交", exact: true }),
+ ).toHaveAttribute("aria-selected", "true");
+ await expect(
+ page.getByRole("button", { name: "全量同步已提交" }),
+ ).toHaveCount(0);
+ await page.getByRole("button", { name: "按天同步", exact: true }).click();
+ await page.getByLabel("同步开始日期").fill("2025-01-01");
+ await page.getByLabel("同步结束日期").fill("2025-01-01");
+ await page.getByRole("button", { name: "开始同步", exact: true }).click();
+ await expect
+ .poll(
+ async () =>
+ (
+ await (
+ await page.request.get("/api/v1/alphas?submission=UNSUBMITTED")
+ ).json()
+ ).total,
+ )
+ .toBe(413);
+ await page.keyboard.press("Escape");
+ await page.getByRole("tab", { name: "已提交", exact: true }).click();
+ await page.getByRole("button", { name: "全量同步已提交" }).click();
await expect
.poll(
async () =>
@@ -58,6 +80,7 @@ test("account → full sync → research → resync → PnL → filtered export
.toBe(620);
await page.keyboard.press("Escape");
await expect(page.locator(".job-panel")).not.toBeVisible();
+ await page.getByRole("tab", { name: "待提交", exact: true }).click();
await expect(page.locator(".library-stats strong").first()).toHaveText("620");
await page.screenshot({
path: "../output/playwright/alpha-library.png",
@@ -134,8 +157,9 @@ test("account → full sync → research → resync → PnL → filtered export
const download = await downloading;
const contents = await readFile((await download.path())!, "utf-8");
expect(contents).toContain("TEST0619");
- expect(contents).toContain("TEST0000");
- expect((contents.match(/TEST\d{4}/g) ?? []).length).toBe(620);
+ expect(contents).toContain("TEST0001");
+ expect(contents).not.toContain("TEST0000");
+ expect((contents.match(/TEST\d{4}/g) ?? []).length).toBe(413);
await page.getByRole("button", { name: "退出登录" }).click();
await expect(
page.getByRole("heading", { name: "登录研究工作空间" }),
@@ -172,6 +196,15 @@ test("batch tags, column visibility, server pagination and saved preferences", a
headers,
data: { kind: "full_sync" },
});
+ await page.request.post("/api/v1/sync-jobs", {
+ headers,
+ data: {
+ kind: "daily_sync",
+ submission: "UNSUBMITTED",
+ date_from: "2025-01-01",
+ date_to: "2025-01-01",
+ },
+ });
await expect
.poll(
async () =>
@@ -182,7 +215,7 @@ test("batch tags, column visibility, server pagination and saved preferences", a
}
await page.getByRole("textbox", { name: "搜索 Alpha" }).fill("TEST006");
await page.getByRole("button", { name: "查询", exact: true }).click();
- await expect(page.locator(".alpha-link")).toHaveCount(10);
+ await expect(page.locator(".alpha-link")).toHaveCount(6);
const selectAll = page.getByRole("checkbox", { name: "Select all rows" });
await selectAll.focus();
await selectAll.press("Space");
@@ -204,7 +237,7 @@ test("batch tags, column visibility, server pagination and saved preferences", a
).json()
).total,
)
- .toBe(10);
+ .toBe(6);
await page.getByRole("button", { name: "显示列设置" }).click();
await page
.locator(".columns-picker")