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第 3 波的结构变化、取值观察、变化记录、定时维护都只有接口，这一提交给它们界面，能走通（收口）： - 数据目录页左栏加第三个视图「变化」（view=changes）：按要处理 / 提醒 / 说明分组（组内照服务端排好的先后），能按开着的 / 处理过的、结构变化 / 取值变化筛，筛选和打开的那一条记在地址里；视图标签上写几条要处理。点开一条，右栏写服务端的一句说法、 依据（谁、经什么测到的；取值变化写观察口径，结构变化写比对的两版结构）、前后各是什么、影响面（说到这些列的目录项和它们 现在的状态、写死了这张表的已发布模板、「这条 SQL 现在会报列不存在」、有效记录条件）、能做的处理。动作和做不了的原因都照 服务端给的 actions 画；清理目录项先确认，加入码值可以先填含义，误报必须写理由（写之前按钮不能点，服务端也会拒）。处理完 照实写结果：谁、什么时候、目录第几版、建了的任务（点得进起草、剖析的进度）。 - 表详情加「结构与取值变化」一节：这张表的变化（点「去处理」到「变化」视图里那一条）、撤销过的「已列全」、最近几次取值观察 （行数、码值分布、最新业务日期、按日行数）和各自的口径，口径换过的说一句不互相比较；按日行数的小柱图只给眼睛看，数字写在 字里和读屏名称里。 - 后台任务条（05 (g)）：页头的「起草」「数据剖析」改回纯入口（进行中转圈、排队中时钟，读屏名称写状态、不写数字）；DraftStrip 换成 JobStrip，按服务端给的同源队先后列出探查、起草、剖析，每项一行加进度条和提醒（剖析的「最近查询多数超时」也挪到这里， 窄屏、触屏看得见全文），「查看」打开对应的对话框，探查的到数据源卡片上（#source-<id> 滚过去）。 - 数据源卡片：要处理的变化条数的角标（读屏写全，点开到「变化」视图）；「定时维护」对话框（和「探查范围」一样是卡片上的 独立对话框，不塞进编辑表单：两个保存混在一起出错时说不清哪一样没存上）：开关缺省关、开启时提示选低峰时段，选步骤（PUT /maintenance），频率用 components/FreqPicker，保存成一条 target_kind=source_maintenance 的定时任务（新建 ScheduleTargetCreate， 改频率、开关 SchedulePatch 带版本）；照实写下一次什么时候、最近一次建了哪些任务、哪几步没执行和原因（触发记录的 inputs）， 剖析没开、调度没开时说到点会怎样。上传表格、记录表不给这一节。开着的维护在卡片上带一个标签写频率。 - 地址里带 pjob / djob 时打开那个剖析、起草任务的进度（定时维护的「最近一次」从数据源页链过来）。 新文件：typesSource.ts（接口约定）、api/sourceChanges.ts、lib/termsSource.ts（terms.ts 末尾转出）、pages/catalog/changes.ts、 ChangesQueue.tsx、ChangeDetail.tsx、TableChanges.tsx、JobStrip.tsx、pages/SourceMaintenanceDialog.tsx。变化的叫法和服务端逐字 一致，tests/test_source_change_terms.py 守着（维护步骤的叫法同样）。观察的按日行数服务端补上窗口里没数据的日子（不然小柱图 看不出断档）。
364 lines
20 KiB
Python
364 lines
20 KiB
Python
"""数据源变化、定时维护、后台任务条的界面接口（next-round 03 B2–B4、05 (g)，第 4 波 W4-d）。
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第 3 波的变化接口只给了 agentlab-change/1 的原样；界面要的几样由服务端给，界面不自己判（界面层不放逻辑）：
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- 变化列表每条另带 category（结构 / 取值）、basis_text（依据的口径，照实写整表 / 窗口 / 块采样 / 前 N 行）、actions
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（现在能做哪几个处理动作、做不了的写原因）、job（处理时建的任务）、影响面里每个目录项现在的状态（清理过的照实为空）；
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- 列表能按 category 筛、能看「处理过的」（解决了的、标为误报的，最近的在前）；
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- GET /upkeep：数据源列表一次取齐各源要处理的变化条数（角标）和定时维护的频率；
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- GET /{id}/observations：表详情「结构与取值变化」一节的最近几次观察，各带口径；遮罩在读的那一刻再核；
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- GET /{id}/background-jobs：这个源进行中和排队的后台任务（探查、起草、剖析），按同源队的先后排好；
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- GET /maintenance：定时维护的定时任务是定时任务页同一个形状，最近一次触发带上 inputs（建了哪些任务、哪几步没执行和原因），
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另说调度开没开；
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- source.changed 打开订阅（只推全局渠道），链接落到目录页的「变化」标签页。
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SQLite 夹具是虚构的店铺库；名字、数字都是假的。
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"""
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from __future__ import annotations
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import json
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import sqlite3
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import uuid
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from datetime import timedelta
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import httpx
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import pytest
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from httpx import ASGITransport, AsyncClient
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from sqlalchemy import delete, select
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from app.core import job_runtime as runtime
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from app.data import catalog, source_changes as sc
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from app.db.base import SessionLocal, utcnow
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from app.db.models import CatalogDraftJob, CatalogProfileJob, DataSource, NotifyChannel, Schedule, ScheduleFire
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from app.db.models_sources import IntrospectJob, SourceChange, TableObservation
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from app.main import app
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from app.notify import core, service
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from app.scheduler import service as scheduler_service
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from tests.fixtures.sources import drop_source, introspect_now
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@pytest.fixture
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async def client():
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async with AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as c:
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yield c
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@pytest.fixture
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async def shop(client, tmp_path):
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"""探查建基线、写目录（status 列上有人工确认的码值和中文名），删掉 status 列再探查：得到一条要处理的 column_removed。"""
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path = tmp_path / "shop.db"
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db = sqlite3.connect(path)
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db.executescript("""
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CREATE TABLE orders (id INTEGER PRIMARY KEY, status VARCHAR(10), channel VARCHAR(8), amount NUMERIC(10, 2));
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INSERT INTO orders VALUES (1, 'paid', 'web', 3), (2, 'void', 'shop', 4);
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""")
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db.commit()
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db.close()
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name = f"upk_{uuid.uuid4().hex[:8]}"
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r = await client.post("/api/datasources", json={"name": name, "kind": "sqlite", "database": str(path),
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"readonly": True})
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sid = r.json()["id"]
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await introspect_now(client, sid)
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async with SessionLocal() as session:
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await catalog.write_entry(session, sid, "orders", {
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"label": catalog.make_item("订单", "human"),
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"columns": {"status": {"codes": catalog.make_item({"paid": "已支付", "void": "作废"}, "human"),
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"label": catalog.make_item("状态", "human")},
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"channel": {"codes": catalog.make_item({"web": "线上"}, "profile", "proposed")}},
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}, if_version=0, actor="测试员")
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db = sqlite3.connect(path)
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db.execute("ALTER TABLE orders DROP COLUMN status")
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db.commit()
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db.close()
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await introspect_now(client, sid)
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made: list[str] = []
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yield {"id": sid, "name": name, "schedules": made}
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async with SessionLocal() as session:
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await session.execute(delete(Schedule).where(Schedule.id.in_(made)))
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await session.commit()
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await drop_source(sid)
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async def _codes_new(sid: str) -> SourceChange:
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async with SessionLocal() as session:
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row = await session.get(DataSource, sid)
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change, _new = await sc.record(session, row, sc.NewChange(
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kind=sc.CODES_NEW, table="orders", column="channel", severity="warning",
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after={"codes": ["app"], "shares": {"app": 0.4}}, basis={"method": "first_rows", "key": "first_rows:100000"},
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affects={"catalog": [], "templates": [], "rules_touched": False}, key=("first_rows:100000", ("app",))),
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sc.Detected(job_kind="profile", job_id="job-upk", trigger="schedule"))
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await session.commit()
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return change
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def _by_kind(items: list[dict]) -> dict[str, dict]:
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return {c["kind"]: c for c in items}
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# --------------------------------------------------------------------------
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# 变化列表：界面要的几样由服务端给
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# --------------------------------------------------------------------------
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async def test_changes_carry_category_basis_actions_and_current_status(client, shop):
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sid = shop["id"]
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await _codes_new(sid)
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body = (await client.get(f"/api/datasources/{sid}/changes")).json()
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by = _by_kind(body["items"])
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removed, fresh = by["column_removed"], by["codes_new"]
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assert removed["category"] == "struct" and fresh["category"] == "value"
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assert fresh["basis_text"] == "按存储顺序取前 100000 行", "依据的口径照实写"
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assert removed["basis_text"] is None, "结构变化的依据是探查读到的结构版本（界面照 struct_version 写）"
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acts = {a["action"]: a for a in removed["actions"]}
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assert list(acts) == ["clean_catalog", "redraft", "reprofile", "acknowledge", "dismiss"], acts
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assert acts["clean_catalog"]["ok"] and acts["redraft"]["ok"] and acts["dismiss"]["ok"]
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assert not acts["reprofile"]["ok"] and "剖析" in acts["reprofile"]["reason"], "剖析没开：照实写做不了的原因"
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assert "add_codes" not in acts, "只有出现了新码值才给「加入码值」"
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assert [a["action"] for a in fresh["actions"]][:1] == ["add_codes"]
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refs = removed["affects"]["catalog"]
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assert refs and all(r["now"]["status"] == "confirmed" for r in refs if r["path"].startswith("columns.status"))
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assert removed["job"] is None
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async def test_category_and_handled_filters(client, shop):
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sid = shop["id"]
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change = await _codes_new(sid)
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url = f"/api/datasources/{sid}/changes"
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value = (await client.get(url, params={"category": "value"})).json()
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assert [c["kind"] for c in value["items"]] == ["codes_new"] and value["total"] == 1
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struct = (await client.get(url, params={"category": "struct"})).json()
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assert struct["items"] and all(c["category"] == "struct" for c in struct["items"])
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none = (await client.get(url, params={"category": "value", "kind": ["column_removed"]})).json()
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assert none["items"] == [] and none["total"] == 0, "种类和类别对不上：一条都没有，不是不筛"
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assert (await client.get(url, params={"category": "nope"})).status_code == 422
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assert (await client.get(url, params={"status": "handled"})).json()["items"] == []
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r = await client.post(f"{url}/{change.id}/resolve", json={"action": "dismiss", "note": "测试库造的取值"})
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assert r.status_code == 200, r.text
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got = r.json()["change"]
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assert got["status"] == "dismissed" and got["actions"] == [], "处理过的不再给动作"
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handled = (await client.get(url, params={"status": "handled"})).json()
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assert [c["id"] for c in handled["items"]] == [change.id] and handled["total"] == 1
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assert change.id not in {c["id"] for c in (await client.get(url)).json()["items"]}
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async def test_acknowledged_change_offers_no_second_acknowledge_and_clean_shows_items_gone(client, shop):
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sid = shop["id"]
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url = f"/api/datasources/{sid}/changes"
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removed = _by_kind((await client.get(url)).json()["items"])["column_removed"]
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r = await client.post(f"{url}/{removed['id']}/resolve", json={"action": "acknowledge"})
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assert r.status_code == 200
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acts = [a["action"] for a in r.json()["change"]["actions"]]
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assert "acknowledge" not in acts and "clean_catalog" in acts, "知道了还没处理：还能清理、不能再点知道了"
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r = await client.post(f"{url}/{removed['id']}/resolve", json={"action": "clean_catalog"}, headers={"X-Actor": "reviewer"})
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assert r.status_code == 200, r.text
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got = r.json()
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assert got["catalog_version"] >= 2 and got["change"]["resolution"]["catalog_version"] == got["catalog_version"]
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gone = [ref for ref in got["change"]["affects"]["catalog"] if ref["path"].startswith("columns.status")]
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assert gone and all(ref["now"] is None for ref in gone), "清理过的项现在不在目录里了：照实为空"
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# --------------------------------------------------------------------------
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# 数据源列表：角标和定时维护一次取齐
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# --------------------------------------------------------------------------
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async def test_upkeep_gives_badge_counts_and_maintenance_per_source(client, shop):
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sid = shop["id"]
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r = await client.post("/api/schedules", json={
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"name": "店铺库的定时维护", "target_kind": "source_maintenance", "target_id": sid, "cron": "0 3 * * *",
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"timezone": "Asia/Shanghai", "enabled": True, "overlap": "skip", "misfire_grace_s": 3600})
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assert r.status_code in (200, 201), r.text
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shop["schedules"].append(r.json()["id"])
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items = {i["source_id"]: i for i in (await client.get("/api/datasources/upkeep")).json()["items"]}
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mine = items[sid]
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assert mine["changes"]["by_severity"]["action"] >= 1 and mine["changes"]["pending"] >= 1
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[m] = mine["maintenance"]
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assert m["enabled"] is True and m["timezone"] == "Asia/Shanghai" and "03:00" in m["description_text"]
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assert m["next_run_at"], "开着的维护写下一次什么时候"
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# --------------------------------------------------------------------------
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# 表详情：最近几次观察，各带口径；遮罩在读的那一刻再核
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# --------------------------------------------------------------------------
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async def test_observations_grouped_with_basis_and_masked_columns_hidden(client, shop):
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sid = shop["id"]
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now = utcnow()
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async with SessionLocal() as session:
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for i, rows in enumerate((120, 118)):
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session.add(TableObservation(source_id=sid, table_name="orders", column_name="", kind="rows",
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basis={"method": "count"}, basis_key="count",
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data={"rows": rows, "at_least": False, "method": "count"},
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at=now - timedelta(days=i)))
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session.add(TableObservation(source_id=sid, table_name="orders", column_name="channel", kind="codes_observe",
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basis={"method": "sample", "percent": 1.0}, basis_key="sample:1",
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data={"values": [["web", 30], ["shop", 10]], "rows": 40, "truncated": False}, at=now))
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session.add(TableObservation(source_id=sid, table_name="orders", column_name="channel", kind="codes_observe",
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basis={"method": "first_rows", "rows": 1000}, basis_key="first_rows:1000",
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data={"values": [["web", 5]], "rows": 5, "truncated": False},
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at=now - timedelta(days=2)))
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session.add(TableObservation(source_id=sid, table_name="orders", column_name="amount", kind="codes_observe",
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basis={"method": "full"}, basis_key="full",
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data={"values": [["3", 1]], "rows": 1, "truncated": False}, at=now))
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await session.commit()
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url = f"/api/datasources/{sid}/observations"
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body = (await client.get(url, params={"table": "orders"})).json()
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series = {(s["kind"], s["column"]): s for s in body["series"]}
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rows = series[("rows", "")]
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assert [p["data"]["rows"] for p in rows["points"]] == [120, 118], "新的在前"
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assert rows["points"][0]["basis_text"] == "逐行数出" and rows["basis_changed"] is False
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codes = series[("codes_observe", "channel")]
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assert codes["points"][0]["basis_text"] == "块采样约 1%"
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assert codes["points"][1]["basis_text"] == "按存储顺序取前 1000 行"
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assert codes["basis_changed"] is True, "口径换过：照实说，不跨口径比"
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assert codes["points"][0]["data"]["values"] == [["web", 30, 0.75], ["shop", 10, 0.25]], "占比由服务端算"
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assert [s["kind"] for s in body["series"]][0] == "rows", "按观察种类的固定顺序"
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async with SessionLocal() as session:
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row = await session.get(DataSource, sid)
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row.options = {**(row.options or {}), "mask_columns": ["amount"]}
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await session.commit()
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body = (await client.get(url, params={"table": "orders"})).json()
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assert ("codes_observe", "amount") not in {(s["kind"], s["column"]) for s in body["series"]}, \
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"现在被遮罩的列：观察时还没遮的也不给"
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assert (await client.get(url, params={"table": "nope"})).json()["series"] == []
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# --------------------------------------------------------------------------
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# 后台任务条：按同源队的先后
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# --------------------------------------------------------------------------
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async def test_background_jobs_follow_the_lane_order(client, shop):
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sid = shop["id"]
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async with SessionLocal() as session:
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intro = IntrospectJob(source_id=sid, status="queued", created_at=utcnow() - timedelta(seconds=30))
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draft = CatalogDraftJob(source_id=sid, status="running")
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profile = CatalogProfileJob(source_id=sid, status="queued", scope="selected", settings={})
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session.add_all([intro, draft, profile])
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await session.commit()
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ids = {"introspect": intro.id, "draft": draft.id, "profile": profile.id}
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# 队里是 起草（在做）→ 剖析（排着）；探查刚建、还没进队：排在队里的后面
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tickets = [runtime.lanes.enter(sid, "draft", ids["draft"]), runtime.lanes.enter(sid, "profile", ids["profile"])]
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try:
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items = (await client.get(f"/api/datasources/{sid}/background-jobs")).json()["items"]
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assert [i["kind"] for i in items] == ["draft", "profile", "introspect"], items
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assert [i["id"] for i in items] == [ids["draft"], ids["profile"], ids["introspect"]]
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assert items[0]["position"] == 0 and items[1]["position"] == 1 and items[2]["position"] is None
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assert items[1]["waiting_for"] == "draft", "排队的写等的是什么（服务端的 waiting_for）"
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assert {"total", "done", "status"} <= set(items[0])
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finally:
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for t in tickets:
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t.release()
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async with SessionLocal() as session:
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for model, key in ((IntrospectJob, "introspect"), (CatalogDraftJob, "draft"), (CatalogProfileJob, "profile")):
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await session.execute(delete(model).where(model.id == ids[key]))
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await session.commit()
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assert (await client.get(f"/api/datasources/{sid}/background-jobs")).json()["items"] == []
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# --------------------------------------------------------------------------
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# 定时维护：定时任务同一个形状，最近一次触发带 inputs
|
||
# --------------------------------------------------------------------------
|
||
|
||
|
||
async def test_maintenance_returns_schedule_shape_and_last_fire_inputs(client, shop):
|
||
sid = shop["id"]
|
||
url = f"/api/datasources/{sid}/maintenance"
|
||
body = (await client.get(url)).json()
|
||
assert body["maintained"] is True and body["schedules"] == [] and isinstance(body["scheduler_on"], bool)
|
||
r = await client.post("/api/schedules", json={
|
||
"name": "店铺库的定时维护", "target_kind": "source_maintenance", "target_id": sid, "cron": "30 2 * * *",
|
||
"timezone": "Asia/Shanghai", "enabled": True, "overlap": "skip", "misfire_grace_s": 3600})
|
||
schedule_id = r.json()["id"]
|
||
shop["schedules"].append(schedule_id)
|
||
inputs = {"steps": ["introspect", "profile_needed", "observe"],
|
||
"jobs": [{"step": "introspect", "kind": "introspect", "id": "job-i", "tables": 3}],
|
||
"skipped": [{"step": "profile_needed", "reason": "数据源「x」未开启数据剖析"}]}
|
||
async with SessionLocal() as session:
|
||
session.add(ScheduleFire(schedule_id=schedule_id, fire_at=utcnow(), kind="scheduled", status="started",
|
||
reason="剖析需要的表没有执行：未开启", inputs=inputs))
|
||
await session.commit()
|
||
[s] = (await client.get(url)).json()["schedules"]
|
||
assert s["id"] == schedule_id and s["version"] >= 1 and s["target_kind"] == "source_maintenance"
|
||
assert "02:30" in s["description_text"] and s["next_run_at"]
|
||
assert s["last_fire"]["status"] == "started" and s["last_fire"]["inputs"] == inputs
|
||
|
||
async with SessionLocal() as session:
|
||
row = await session.get(DataSource, sid)
|
||
row.origin = "upload"
|
||
await session.commit()
|
||
assert (await client.get(url)).json()["maintained"] is False, "上传表格、记录表不给这一节"
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# 通知：source.changed 打开订阅，链接落到「变化」标签页
|
||
# --------------------------------------------------------------------------
|
||
|
||
|
||
async def test_source_changed_is_subscribable_and_links_to_the_changes_tab(client, shop, monkeypatch):
|
||
assert service.EVENTS["source.changed"].scopes == ("global",), "只推全局渠道（按源汇总，不归哪个人）"
|
||
assert service.subscribe_problem("source.changed", "global") is None
|
||
assert service.subscribe_problem("source.changed", "user") is not None
|
||
got: list[httpx.Request] = []
|
||
|
||
def handler(request: httpx.Request) -> httpx.Response:
|
||
got.append(request)
|
||
return httpx.Response(200, json={"ok": True})
|
||
|
||
monkeypatch.setattr(core, "_transport", httpx.MockTransport(handler))
|
||
monkeypatch.setattr(core, "RETRY_DELAYS", (0, 0, 0))
|
||
monkeypatch.setattr(service, "_base_url", _fake_base)
|
||
from app.core.crypto import encrypt
|
||
|
||
async with SessionLocal() as session:
|
||
channel = NotifyChannel(name=f"变化-{uuid.uuid4().hex[:6]}", scope="global", format="generic",
|
||
url=encrypt("https://hooks.example.com/agentlab/upkeep-3b9e"), events=["source.changed"])
|
||
session.add(channel)
|
||
await session.commit()
|
||
channel_id = channel.id
|
||
try:
|
||
assert await service.notify_source_changed(shop["id"]) == 1
|
||
[request] = got
|
||
body = json.loads(request.content)
|
||
links = json.dumps(body, ensure_ascii=False)
|
||
assert f"/data/catalog/{shop['id']}?view=changes" in links, links
|
||
finally:
|
||
async with SessionLocal() as session:
|
||
await session.execute(delete(NotifyChannel).where(NotifyChannel.id == channel_id))
|
||
await session.commit()
|
||
|
||
|
||
async def _fake_base(_session) -> str:
|
||
return "https://agentlab.example.com"
|
||
|
||
|
||
def test_schedule_target_columns_are_the_ones_the_page_uses():
|
||
"""数据源设置里建的维护定时：target_kind / target_id 写法和调度那一套同一处封装（X4）。"""
|
||
cols = scheduler_service.target_columns("source_maintenance", "src-x")
|
||
assert cols["target_kind"] == "source_maintenance" and cols["target_id"] == "src-x" and cols["workflow_id"] == ""
|
||
|
||
|
||
async def test_daily_volume_fills_the_days_without_data(client, shop):
|
||
"""按日行数只记了有数据的日子：窗口里断了的那几天补 0，界面上的小柱图才看得出断档。"""
|
||
sid = shop["id"]
|
||
async with SessionLocal() as session:
|
||
session.add(TableObservation(source_id=sid, table_name="orders", column_name="paid_on", kind="daily_volume",
|
||
basis={"method": "window", "column": "paid_on", "days": 35, "since": "2026-10-01"},
|
||
basis_key="window:paid_on:35",
|
||
data={"since": "2026-10-01", "until": "2026-10-05",
|
||
"days": {"2026-10-01": 30, "2026-10-02": 28, "2026-10-05": 31}},
|
||
at=utcnow()))
|
||
await session.commit()
|
||
body = (await client.get(f"/api/datasources/{sid}/observations", params={"table": "orders"})).json()
|
||
[daily] = [s for s in body["series"] if s["kind"] == "daily_volume"]
|
||
point = daily["points"][0]
|
||
assert point["data"]["days"] == [["2026-10-01", 30], ["2026-10-02", 28], ["2026-10-03", 0], ["2026-10-04", 0],
|
||
["2026-10-05", 31]]
|
||
assert point["data"]["days_with_data"] == 3 and point["data"]["total"] == 89
|
||
assert point["basis_text"] == "业务日期 paid_on 最近 35 天"
|