refactor: remove unused data integration #35

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admin merged 2 commits from fix/remove-mcp into main 2026-08-27 14:12:38 +00:00
13 changed files with 143 additions and 1864 deletions

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# Changelog
## 0.7.7
- Удалена неиспользуемая интеграция обмена данными и связанная документация и тесты.
## 0.7.6
- Возвращён еженедельный автоматический запуск обхода сотрудников.

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# MCP: описание работы, структуры и тулзов
Документ описывает MCP endpoint сервиса `miem-employees` по текущей реализации в `app/mcp.py`.
## Где находится MCP
- FastAPI router: `app.mcp.router`
- Подключение к приложению: `app/main.py`
- HTTP endpoint: `POST /mcp`
- Локально при обычном запуске API: `http://localhost:8000/mcp`
- В Docker Compose endpoint обслуживает `api`: `http://localhost:8000/mcp`
- Авторизация на уровне приложения: отсутствует. Заголовок `Authorization` не проверяется и не влияет на ответ.
Если доступ к MCP нужно ограничить, это должно делаться внешним контуром: bind на localhost, VPN, firewall, reverse proxy или отдельная сетевая политика.
## Протокол
Endpoint принимает JSON-RPC 2.0 over HTTP.
Общий формат запроса:
```json
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list",
"params": {}
}
```
Общий формат успешного ответа:
```json
{
"jsonrpc": "2.0",
"id": 1,
"result": {}
}
```
Общий формат ошибки:
```json
{
"jsonrpc": "2.0",
"id": 1,
"error": {
"code": -32601,
"message": "Method not found"
}
}
```
Поддерживаемая версия MCP-протокола:
```text
2024-11-05
```
Имя сервиса:
```text
miem-employees
```
Версия сервера берется из `app.version.BACKEND_VERSION`.
## Поддерживаемые JSON-RPC методы
### initialize
Возвращает метаданные MCP-сервера и capabilities.
Запрос:
```json
{
"jsonrpc": "2.0",
"id": 1,
"method": "initialize",
"params": {}
}
```
Ответ:
```json
{
"jsonrpc": "2.0",
"id": 1,
"result": {
"protocolVersion": "2024-11-05",
"serverInfo": {
"name": "miem-employees",
"version": "0.7.0"
},
"capabilities": {
"tools": {}
}
}
}
```
### tools/list
Возвращает список доступных tools с JSON Schema для аргументов.
Запрос:
```json
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list",
"params": {}
}
```
Ответ содержит массив `result.tools`.
### tools/call
Вызывает один tool по имени.
Запрос:
```json
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "search_employees",
"arguments": {
"query": "Сергеев",
"limit": 20
}
}
}
```
Ответ tool всегда заворачивается в MCP content-массив:
```json
{
"jsonrpc": "2.0",
"id": 1,
"result": {
"content": [
{
"type": "text",
"text": "{\"items\":[]}"
}
]
}
}
```
Поле `text` содержит сериализованный JSON с `ensure_ascii=false`. Клиент должен распарсить это поле как JSON, если ему нужна структурированная нагрузка.
## Ошибки
- Неизвестный JSON-RPC метод: `code = -32601`, `message = "Method not found"`.
- Исключения при обработке tool: `code = -32000`, `message` содержит текст исключения.
- Если сущность не найдена внутри отдельных tools, HTTP и JSON-RPC ответ остаются успешными, а полезная нагрузка содержит `{"error": "not_found"}`.
## Источники данных
MCP читает данные из основной базы через SQLAlchemy session из `app.db.get_db`.
Основные таблицы и модели:
- `employees`: текущая карточка сотрудника, статус, профиль, `current_data`, checksum.
- `employee_publications`: нормализованные публикации сотрудников с авторами, DOI, аннотацией, описанием, citation text и raw JSON из HSE Publications.
- `employee_news_links`: нормализованные ссылки на новости из блока профиля «В новостях» с заголовком, URL, кратким описанием, датой, годом публикации и raw JSON карточки.
- `crawl_runs`: история запусков парсинга.
- `crawl_run_employee_changes`: детальные изменения сотрудников в рамках запуска.
- `crawl_errors`: ошибки парсинга в рамках запуска.
- `dataset_versions`: версии полного набора сотрудников.
- `dataset_version_items`: состав конкретной версии набора сотрудников.
## Общая структура employee payload
Краткая карточка сотрудника:
```json
{
"profile_key": "staff:avsergeev",
"profile_id": "avsergeev",
"full_name": "Сергеев Алексей Викторович",
"status": "active",
"canonical_url": "https://www.hse.ru/staff/avsergeev",
"last_seen_at": "2026-05-14T10:00:00+00:00",
"dismissed_at": null
}
```
В sync payload дополнительно отдается `checksum`.
Полная карточка дополнительно содержит:
```json
{
"data": {
"contacts": {},
"sections": []
}
}
```
`data` соответствует распарсенному JSON профиля сотрудника. Внутри `sections` могут быть секции с публикациями, курсами, ВКР, новостями, таблицами, ссылками и произвольными текстовыми блоками.
Пример секции новостей внутри `data.sections`:
```json
{
"title": "В новостях",
"slug": "v_novostyah",
"type": "news",
"news_count": 1,
"news_links": [
{
"title": "Название новости",
"url": "https://www.hse.ru/news/edu/1153850518.html",
"summary": "Краткое описание новости.",
"published_at": "2026-04-28T00:00:00+00:00",
"published_year": 2026
}
]
}
```
Для новостей отдельного MCP tool сейчас нет: они доступны через `get_employee(...).data.sections` или через полную синхронизацию `sync_employees(include_data=true)`.
## Tools
### get_service_info
Назначение: вернуть метаданные сервиса, список tools и текущую версию набора сотрудников.
Аргументы: отсутствуют.
Возвращает:
```json
{
"service_name": "miem-employees",
"backend_version": "0.7.0",
"protocolVersion": "2024-11-05",
"tools": [],
"dataset": {
"hash": "sha256",
"previous_hash": "sha256 или null",
"created_at": "2026-05-14T10:00:00+00:00",
"crawl_run_id": 123,
"employee_count": 100,
"active_count": 95,
"dismissed_count": 5
}
}
```
Особенность: перед ответом сервис создает актуальную `dataset_version`, если текущий набор сотрудников еще не имеет версии.
### sync_employees
Назначение: синхронизировать клиентский кэш сотрудников по hash набора данных.
Аргументы:
```json
{
"client_hash": "sha256 или null",
"include_data": true
}
```
- `client_hash`: hash версии, которая уже есть у клиента. Если не передан, отдается полный snapshot.
- `include_data`: управляет включением полного `data` в карточки сотрудников. По умолчанию `true`.
Полный ответ без `client_hash`:
```json
{
"mode": "full",
"from_hash": null,
"to_hash": "current-sha256",
"dataset": {},
"items": []
}
```
Если клиентский hash совпадает с текущим:
```json
{
"mode": "delta",
"from_hash": "current-sha256",
"to_hash": "current-sha256",
"dataset": {},
"changes": {
"added": [],
"updated": [],
"dismissed": [],
"removed": []
}
}
```
Если `client_hash` неизвестен серверу:
```json
{
"mode": "full",
"from_hash": "missing",
"to_hash": "current-sha256",
"dataset": {},
"items": [],
"reason": "unknown_client_hash"
}
```
Если `client_hash` найден и отличается от текущего:
```json
{
"mode": "delta",
"from_hash": "old-sha256",
"to_hash": "current-sha256",
"dataset": {},
"changes": {
"added": [],
"updated": [],
"dismissed": [],
"removed": []
}
}
```
Логика delta:
- `added`: сотрудник появился в новой версии.
- `updated`: изменился checksum или статус, и сотрудник активен.
- `dismissed`: сотрудник есть в новой версии, но получил статус `dismissed`.
- `removed`: `profile_key` был в старой версии, но отсутствует в новой.
Hash набора считается по отсортированному списку `{profile_key, status, checksum}`.
### search_employees
Назначение: найти сотрудников по ФИО или canonical URL.
Аргументы:
```json
{
"query": "Сергеев",
"status": "active",
"limit": 20
}
```
- `query`: обязательный по schema, но в коде пустая строка означает поиск без текстового фильтра.
- `status`: опционально, только `active` или `dismissed`.
- `limit`: максимум 100, по умолчанию 20.
Возвращает массив кратких employee payload без `data`:
```json
[
{
"profile_key": "staff:avsergeev",
"profile_id": "avsergeev",
"full_name": "Сергеев Алексей Викторович",
"status": "active",
"canonical_url": "https://www.hse.ru/staff/avsergeev",
"last_seen_at": "2026-05-14T10:00:00+00:00",
"dismissed_at": null
}
]
```
### get_employee
Назначение: получить одну карточку сотрудника.
Аргументы:
```json
{
"profile_id_or_url": "avsergeev"
}
```
Поиск выполняется по:
- `profile_key`
- `profile_id`
- точному `canonical_url`
- частичному совпадению `canonical_url`
Возвращает полный employee payload с `data`.
Если сотрудник не найден:
```json
{
"error": "not_found"
}
```
### list_employee_publications
Назначение: вернуть публикации сотрудника. Если есть нормализованные строки в `employee_publications`, tool возвращает детальные публикационные данные: авторов, DOI, аннотацию, описание, citation text, год, тип, язык, статус и ссылки. Если детальная таблица еще не заполнена, tool использует старый fallback из `employees.current_data.sections[].publications`.
Аргументы:
```json
{
"profile_id_or_url": "avsergeev"
}
```
Поиск сотрудника выполняется так же, как в `get_employee`: по `profile_key`, `profile_id`, точному или частичному `canonical_url`.
Порядок источников:
- сначала `employee_publications`, отсортированные по году, названию и внутреннему id;
- если записей нет, секции `current_data.sections` с `type = "publications"` и массивами `publications`.
Ответ:
```json
{
"employee": {
"profile_key": "org_person:803294906",
"profile_id": "803294906",
"full_name": "Борисов Сергей Петрович",
"status": "active",
"canonical_url": "https://www.hse.ru/org/persons/803294906",
"last_seen_at": "2026-05-14T10:00:00+00:00",
"dismissed_at": null
},
"items": [
{
"id": "888959076",
"publication_id": "888959076",
"title": "Название публикации",
"text": "Краткое описание или citation",
"url": "https://publications.hse.ru/view/888959076",
"year": 2023,
"type": "ARTICLE",
"publication_type": "ARTICLE",
"language": "ru",
"status": 1,
"doi_url": "https://doi.org/10.53921/18195822_2023_23_4_624",
"other_url": "https://example.test",
"document_url": "https://example.test/file.pdf",
"citation_text": "Авторы. Название публикации // Журнал. 2023.",
"annotation": {
"ru": "Аннотация",
"en": "Abstract"
},
"description": {
"main": "Авторы. Название публикации // Журнал. 2023."
},
"authors": [
{
"id": "803294906",
"href": "https://www.hse.ru/org/persons/803294906",
"title_ru": "Борисов С. П.",
"title_en": "",
"reverse_title_ru": "С. П. Борисов",
"reverse_title_en": "",
"alt_name": "S. P. Borisov",
"other_name": null,
"is_current_employee": true
}
]
}
]
}
```
В fallback-режиме из `current_data` старые элементы могут содержать только базовые поля `title`, `text`, `url` и `id`.
Если сотрудник не найден:
```json
{
"items": []
}
```
Если сотрудник найден, но публикаций нет:
```json
{
"employee": {},
"items": []
}
```
### list_employee_courses
Назначение: вернуть курсы преподавания сотрудника из распарсенных секций профиля.
Аргументы:
```json
{
"profile_id_or_url": "avsergeev"
}
```
Сервис ищет секции `current_data.sections` с `type = "courses_by_year"` и объединяет массивы `courses`.
Ответ:
```json
{
"employee": {},
"items": [
{
"title": "Название курса",
"url": "https://..."
}
]
}
```
Если сотрудник или данные профиля отсутствуют:
```json
{
"items": []
}
```
### get_crawl_status
Назначение: вернуть последний запуск парсинга.
Аргументы: отсутствуют.
Ответ:
```json
{
"id": 123,
"status": "completed",
"source_url": "https://miem.hse.ru/persons",
"started_at": "2026-05-14T10:00:00+00:00",
"finished_at": "2026-05-14T10:10:00+00:00",
"found_count": 100,
"parsed_count": 98,
"error_count": 2,
"dismissed_count": 1
}
```
Если запусков еще не было:
```json
{
"status": "never_run"
}
```
### get_crawl_run_details
Назначение: вернуть детальную информацию по конкретному запуску парсинга: summary, изменения сотрудников и ошибки.
Аргументы:
```json
{
"run_id": 123
}
```
Ответ:
```json
{
"id": 123,
"source_url": "https://miem.hse.ru/persons",
"status": "completed",
"status_display": "Завершен",
"started_at": "2026-05-14T10:00:00+00:00",
"finished_at": "2026-05-14T10:10:00+00:00",
"started_display": "14.05.2026 13:00",
"finished_display": "14.05.2026 13:10",
"found_count": 100,
"parsed_count": 98,
"new_count": 3,
"error_count": 2,
"dismissed_count": 1,
"processed_count": 100,
"progress_percent": 100.0,
"message": null,
"changes_detail_available": true,
"changes": {
"new": [],
"missing_from_source": [],
"dismissed": []
},
"errors": []
}
```
Если запуск не найден:
```json
{
"error": "not_found"
}
```
## Примеры curl
Список tools:
```bash
curl http://localhost:8000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
```
Поиск сотрудника:
```bash
curl http://localhost:8000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"search_employees","arguments":{"query":"Сергеев","limit":5}}}'
```
Полная синхронизация:
```bash
curl http://localhost:8000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"sync_employees","arguments":{"include_data":false}}}'
```
Delta-синхронизация:
```bash
curl http://localhost:8000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":4,"method":"tools/call","params":{"name":"sync_employees","arguments":{"client_hash":"known-sha256","include_data":true}}}'
```
## Как MCP используется клиентом
1. Клиент вызывает `initialize` и проверяет `protocolVersion`.
2. Клиент вызывает `tools/list`, чтобы получить актуальный список tools и input schemas.
3. Для поиска и точечных запросов клиент вызывает `tools/call` с `search_employees`, `get_employee`, `list_employee_publications`, `list_employee_courses`, `get_crawl_status` или `get_crawl_run_details`.
4. Для локального кэша клиент вызывает `get_service_info` или `sync_employees`.
5. Клиент хранит последний `dataset.hash`.
6. При следующей синхронизации клиент передает hash как `client_hash`.
7. Сервер возвращает пустую delta, delta с изменениями или полный snapshot, если hash неизвестен.
## Важные особенности реализации
- MCP endpoint read-only: tools не запускают парсинг и не меняют сотрудников напрямую.
- `get_service_info` и `sync_employees` могут создать новую запись `dataset_versions`, если состояние сотрудников изменилось и новой версии еще нет.
- Все tool payloads возвращаются как JSON-строка внутри `content[0].text`.
- `search_employees` ищет через `ilike` по `full_name` и `canonical_url`.
- `get_employee` допускает частичный URL, поэтому строка `133709486` может найти `https://www.hse.ru/org/persons/133709486`.
- Временные значения сериализуются через `isoformat()`, display-поля для админских payload формируются в часовом поясе `Europe/Moscow`.

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# MIEM Employees Server
Сервис собирает сотрудников МИЭМ с сайта ВШЭ, хранит карточки и историю обновлений в Postgres, показывает минимальную админку и отдает read-only MCP endpoint для ИИ-агентов.
Сервис собирает сотрудников МИЭМ с сайта ВШЭ, хранит карточки и историю обновлений в Postgres и показывает минимальную админку.
## Архитектура
- `api`: FastAPI, REST API, HTML-админка, MCP endpoint и healthcheck.
- `api`: FastAPI, REST API, HTML-админка и healthcheck.
- `worker`: weekly scheduler, который запускает парсинг по `CRAWL_CRON`.
- `postgres`: основная БД.
@@ -107,36 +107,7 @@ curl -X POST http://localhost:8000/api/crawl-runs --cookie "miem_admin_session=.
Во время выполнения парсинга `found_count`, `parsed_count`, `skipped_count` и `error_count` обновляются в базе. Админка опрашивает `/api/crawl-runs/latest` и показывает прогресс как `(parsed_count + skipped_count + error_count) / found_count`.
## MCP
Endpoint: `POST /mcp`, без авторизации на уровне приложения.
Поддерживаемые tools:
- `get_service_info()`
- `sync_employees(client_hash?, include_data?)`
- `search_employees(query, status?, limit?)`
- `get_employee(profile_id_or_url)`
- `list_employee_publications(profile_id_or_url)` — публикации сотрудника; при наличии данных из `employee_publications` возвращает авторов, DOI, аннотацию, описание, citation text, год, тип, язык, статус и ссылку HSE Publications.
- `list_employee_courses(profile_id_or_url)`
- `get_crawl_status()`
- `get_crawl_run_details(run_id)`
`get_service_info` возвращает метаданные сервиса, список tools и текущую версию набора сотрудников. `sync_employees` отдает полный snapshot или delta по `client_hash`; checksum набора строится по сотрудникам, их статусам и текущим checksums. Ответы tools возвращаются как JSON-строка внутри MCP `content[0].text`.
Новости сотрудника отдельной MCP tool не имеют: они доступны в `get_employee(...).data.sections` и `sync_employees(include_data=true)` как секция `type = "news"` с массивом `news_links`.
Пример локального запроса списка tools:
```bash
curl http://localhost:8000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'
```
Если MCP нужно ограничить, делайте это на сетевом уровне: localhost binding, VPN, firewall, reverse proxy или другой внешний контур доступа.
## Обслуживание
## Обслуживание
```bash
docker compose logs -f api
@@ -145,4 +116,4 @@ docker compose exec postgres pg_dump -U miem miem_workers > backup.sql
docker compose down
```
Версия сервиса: `0.7.6`. Админка всегда показывает версии backend и frontend в footer.
Версия сервиса: `0.7.7`. Админка всегда показывает версии backend и frontend в footer.

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@@ -4,14 +4,12 @@ from fastapi.staticfiles import StaticFiles
from app.admin import router as admin_router
from app.api import router as api_router
from app.db import init_db
from app.mcp import router as mcp_router
from app.version import BACKEND_VERSION
app = FastAPI(title="MIEM Employees", version=BACKEND_VERSION)
app.mount("/static", StaticFiles(directory="app/static"), name="static")
app.include_router(api_router)
app.include_router(admin_router)
app.include_router(mcp_router)
@app.on_event("startup")

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@@ -1,262 +0,0 @@
import json
from fastapi import APIRouter, Depends, Request
from sqlalchemy import desc, or_, select
from sqlalchemy.orm import Session
from app.db import get_db
from app.models import CrawlRun, Employee, EmployeePublication
from app.services.admin_data import run_detail_payload
from app.services.dataset_versions import service_info_payload, sync_employees_payload
from app.version import BACKEND_VERSION
router = APIRouter(prefix="/mcp")
PROTOCOL_VERSION = "2024-11-05"
SERVICE_NAME = "miem-employees"
TOOLS = [
{
"name": "get_service_info",
"description": "Return service metadata, supported tools, and current dataset version.",
"inputSchema": {"type": "object", "properties": {}},
},
{
"name": "sync_employees",
"description": "Synchronize employees by dataset hash. Returns a full snapshot or a delta from client_hash.",
"inputSchema": {
"type": "object",
"properties": {
"client_hash": {"type": "string"},
"include_data": {"type": "boolean", "default": True},
},
},
},
{
"name": "search_employees",
"description": "Search MIEM employees by name or profile URL.",
"inputSchema": {
"type": "object",
"properties": {
"query": {"type": "string"},
"status": {"type": "string", "enum": ["active", "dismissed"]},
"limit": {"type": "integer", "default": 20},
},
"required": ["query"],
},
},
{
"name": "get_employee",
"description": "Get one employee by profile id, profile key, or canonical URL.",
"inputSchema": {"type": "object", "properties": {"profile_id_or_url": {"type": "string"}}, "required": ["profile_id_or_url"]},
},
{
"name": "list_employee_publications",
"description": (
"List employee publications with detailed fields when available: authors, DOI URL, annotation, "
"description, citation text, year, publication type, language, status, and HSE Publications URL."
),
"inputSchema": {"type": "object", "properties": {"profile_id_or_url": {"type": "string"}}, "required": ["profile_id_or_url"]},
},
{
"name": "list_employee_courses",
"description": "List teaching courses parsed from an employee profile.",
"inputSchema": {"type": "object", "properties": {"profile_id_or_url": {"type": "string"}}, "required": ["profile_id_or_url"]},
},
{
"name": "get_crawl_status",
"description": "Return the latest crawl run status.",
"inputSchema": {"type": "object", "properties": {}},
},
{
"name": "get_crawl_run_details",
"description": "Return detailed employee changes and errors for one crawl run.",
"inputSchema": {
"type": "object",
"properties": {"run_id": {"type": "integer"}},
"required": ["run_id"],
},
},
]
@router.post("")
async def mcp_http(
request: Request,
db: Session = Depends(get_db),
) -> dict:
payload = await request.json()
method = payload.get("method")
request_id = payload.get("id")
params = payload.get("params") or {}
try:
if method == "initialize":
result = {
"protocolVersion": PROTOCOL_VERSION,
"serverInfo": {"name": SERVICE_NAME, "version": BACKEND_VERSION},
"capabilities": {"tools": {}},
}
elif method == "tools/list":
result = {"tools": TOOLS}
elif method == "tools/call":
result = _call_tool(db, params.get("name"), params.get("arguments") or {})
else:
return {"jsonrpc": "2.0", "id": request_id, "error": {"code": -32601, "message": "Method not found"}}
return {"jsonrpc": "2.0", "id": request_id, "result": result}
except Exception as exc:
return {"jsonrpc": "2.0", "id": request_id, "error": {"code": -32000, "message": str(exc)}}
def _call_tool(db: Session, name: str, arguments: dict) -> dict:
if name == "get_service_info":
return _tool_response(
service_info_payload(
db,
tools=TOOLS,
service_name=SERVICE_NAME,
backend_version=BACKEND_VERSION,
protocol_version=PROTOCOL_VERSION,
)
)
if name == "sync_employees":
return _tool_response(
sync_employees_payload(
db,
client_hash=arguments.get("client_hash"),
include_data=bool(arguments.get("include_data", True)),
)
)
if name == "search_employees":
return _tool_response(_search_employees(db, arguments))
if name == "get_employee":
employee = _find_employee(db, arguments["profile_id_or_url"])
return _tool_response(_employee_payload(employee) if employee else {"error": "not_found"})
if name == "list_employee_publications":
employee = _find_employee(db, arguments["profile_id_or_url"])
return _tool_response(_collect_section_items(employee, "publications"))
if name == "list_employee_courses":
employee = _find_employee(db, arguments["profile_id_or_url"])
return _tool_response(_collect_section_items(employee, "courses_by_year"))
if name == "get_crawl_status":
run = db.scalar(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(1))
return _tool_response(_run_payload(run) if run else {"status": "never_run"})
if name == "get_crawl_run_details":
run = db.get(CrawlRun, int(arguments["run_id"]))
return _tool_response(run_detail_payload(db, run) if run else {"error": "not_found"})
raise ValueError(f"Unknown tool: {name}")
def _search_employees(db: Session, arguments: dict) -> list[dict]:
query = arguments.get("query", "")
limit = min(int(arguments.get("limit") or 20), 100)
stmt = select(Employee)
if arguments.get("status"):
stmt = stmt.where(Employee.status == arguments["status"])
if query:
pattern = f"%{query}%"
stmt = stmt.where(or_(Employee.full_name.ilike(pattern), Employee.canonical_url.ilike(pattern)))
employees = db.scalars(stmt.order_by(Employee.full_name).limit(limit)).all()
return [_employee_payload(employee, include_data=False) for employee in employees]
def _find_employee(db: Session, value: str) -> Employee | None:
pattern = value.strip()
stmt = select(Employee).where(
or_(
Employee.profile_key == pattern,
Employee.profile_id == pattern,
Employee.canonical_url == pattern,
Employee.canonical_url.ilike(f"%{pattern}%"),
)
)
return db.scalar(stmt.limit(1))
def _collect_section_items(employee: Employee | None, section_type: str) -> dict:
if not employee:
return {"items": []}
if section_type == "publications":
publications = _stored_publications(employee)
if publications:
return {"employee": _employee_payload(employee, include_data=False), "items": publications}
if not employee.current_data:
return {"employee": _employee_payload(employee, include_data=False), "items": []}
items = []
for section in employee.current_data.get("sections") or []:
if section.get("type") != section_type:
continue
if section_type == "publications":
items.extend(section.get("publications") or [])
elif section_type == "courses_by_year":
items.extend(section.get("courses") or [])
return {"employee": _employee_payload(employee, include_data=False), "items": items}
def _stored_publications(employee: Employee) -> list[dict]:
return [_publication_payload(publication) for publication in sorted(employee.publications, key=_publication_sort_key)]
def _publication_sort_key(publication: EmployeePublication) -> tuple:
return (publication.year or 0, publication.title or "", publication.id)
def _publication_payload(publication: EmployeePublication) -> dict:
text = publication.citation_text or publication.title
payload = {
"id": publication.publication_id,
"publication_id": publication.publication_id,
"title": publication.title,
"text": text,
"url": publication.url,
}
optional = {
"year": publication.year,
"type": publication.publication_type,
"publication_type": publication.publication_type,
"language": publication.language,
"status": publication.status,
"doi_url": publication.doi_url,
"other_url": publication.other_url,
"document_url": publication.document_url,
"citation_text": publication.citation_text,
"annotation": publication.annotation,
"description": publication.description,
"authors": publication.authors,
}
payload.update({key: value for key, value in optional.items() if value not in (None, [], {})})
return payload
def _employee_payload(employee: Employee, include_data: bool = True) -> dict:
payload = {
"profile_key": employee.profile_key,
"profile_id": employee.profile_id,
"full_name": employee.full_name,
"status": employee.status,
"canonical_url": employee.canonical_url,
"last_seen_at": employee.last_seen_at.isoformat() if employee.last_seen_at else None,
"dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
}
if include_data:
payload["data"] = employee.current_data
return payload
def _run_payload(run: CrawlRun) -> dict:
return {
"id": run.id,
"status": run.status,
"source_url": run.source_url,
"started_at": run.started_at.isoformat() if run.started_at else None,
"finished_at": run.finished_at.isoformat() if run.finished_at else None,
"found_count": run.found_count,
"parsed_count": run.parsed_count,
"skipped_count": run.skipped_count,
"error_count": run.error_count,
"dismissed_count": run.dismissed_count,
}
def _tool_response(data: object) -> dict:
return {"content": [{"type": "text", "text": json.dumps(data, ensure_ascii=False, default=str)}]}

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@@ -162,7 +162,6 @@ class CrawlRun(Base):
message: Mapped[str | None] = mapped_column(Text)
employee_changes: Mapped[list["CrawlRunEmployeeChange"]] = relationship(back_populates="crawl_run")
dataset_versions: Mapped[list["DatasetVersion"]] = relationship(back_populates="crawl_run")
class CrawlRunEmployeeChange(Base):
@@ -242,42 +241,3 @@ class ParseResourceCache(Base):
body_snapshot: Mapped[bytes] = mapped_column(LargeBinary, nullable=False)
parser_version: Mapped[str | None] = mapped_column(String(32))
fetched_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
class DatasetVersion(Base):
__tablename__ = "dataset_versions"
__table_args__ = (
UniqueConstraint("hash", name="uq_dataset_versions_hash"),
Index("ix_dataset_versions_created_at", "created_at"),
)
id: Mapped[int] = mapped_column(Integer, primary_key=True)
hash: Mapped[str] = mapped_column(String(64), nullable=False)
previous_hash: Mapped[str | None] = mapped_column(String(64))
crawl_run_id: Mapped[int | None] = mapped_column(ForeignKey("crawl_runs.id"))
employee_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
active_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
dismissed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
crawl_run: Mapped[CrawlRun | None] = relationship(back_populates="dataset_versions")
items: Mapped[list["DatasetVersionItem"]] = relationship(back_populates="dataset_version", cascade="all, delete-orphan")
class DatasetVersionItem(Base):
__tablename__ = "dataset_version_items"
__table_args__ = (
UniqueConstraint("dataset_version_id", "profile_key", name="uq_dataset_version_items_version_profile"),
Index("ix_dataset_version_items_hash", "dataset_version_id"),
Index("ix_dataset_version_items_profile_key", "profile_key"),
)
id: Mapped[int] = mapped_column(Integer, primary_key=True)
dataset_version_id: Mapped[int] = mapped_column(ForeignKey("dataset_versions.id"), nullable=False)
profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
employee_id: Mapped[int | None] = mapped_column(ForeignKey("employees.id"))
status: Mapped[str] = mapped_column(String(32), nullable=False)
checksum: Mapped[str] = mapped_column(String(64), nullable=False)
dataset_version: Mapped[DatasetVersion] = relationship(back_populates="items")
employee: Mapped[Employee | None] = relationship()

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@@ -26,7 +26,6 @@ from app.parser.collector import collect_profile_links
from app.parser.profile import parse_person_profile
from app.parser.profile_url import profile_key
from app.services.academic_degrees import academic_degrees
from app.services.dataset_versions import get_or_create_current_version
from app.services.resource_cache import ResourceCache
HEADERS = {
@@ -102,7 +101,6 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
max_auto_dismissals=settings.max_auto_dismissals_per_run,
)
run.status = "completed"
get_or_create_current_version(db, crawl_run_id=run.id)
except Exception as exc:
run.status = "failed"
run.message = str(exc)
@@ -146,7 +144,6 @@ def refresh_dismissed_status(db: Session, settings: Settings) -> CrawlRun:
)
run.parsed_count += 1
run.status = "completed"
get_or_create_current_version(db, crawl_run_id=run.id)
except Exception as exc:
run.status = "failed"
run.error_count = 1
@@ -194,7 +191,6 @@ def refresh_employee(db: Session, employee: Employee, settings: Settings) -> Cra
else:
run.skipped_count = 1
run.status = "completed"
get_or_create_current_version(db, crawl_run_id=run.id)
except Exception as exc:
run.status = "failed"
run.error_count = 1

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@@ -1,227 +0,0 @@
import hashlib
import json
from dataclasses import dataclass
from sqlalchemy import desc, select
from sqlalchemy.orm import Session
from app.models import DatasetVersion, DatasetVersionItem, Employee
@dataclass(frozen=True)
class EmployeeMarker:
profile_key: str
employee_id: int | None
status: str
checksum: str
def get_or_create_current_version(db: Session, *, crawl_run_id: int | None = None) -> DatasetVersion:
employees = db.scalars(select(Employee).order_by(Employee.profile_key)).all()
markers = [_employee_marker(employee) for employee in employees]
dataset_hash = _dataset_hash(markers)
latest = get_latest_version(db)
if latest and latest.hash == dataset_hash:
return latest
active_count = sum(1 for marker in markers if marker.status == "active")
dismissed_count = sum(1 for marker in markers if marker.status == "dismissed")
version = DatasetVersion(
hash=dataset_hash,
previous_hash=latest.hash if latest else None,
crawl_run_id=crawl_run_id,
employee_count=len(markers),
active_count=active_count,
dismissed_count=dismissed_count,
)
db.add(version)
db.flush()
for marker in markers:
db.add(
DatasetVersionItem(
dataset_version_id=version.id,
profile_key=marker.profile_key,
employee_id=marker.employee_id,
status=marker.status,
checksum=marker.checksum,
)
)
db.flush()
return version
def get_latest_version(db: Session) -> DatasetVersion | None:
return db.scalar(select(DatasetVersion).order_by(desc(DatasetVersion.created_at), desc(DatasetVersion.id)).limit(1))
def get_version_by_hash(db: Session, dataset_hash: str | None) -> DatasetVersion | None:
if not dataset_hash:
return None
return db.scalar(select(DatasetVersion).where(DatasetVersion.hash == dataset_hash).limit(1))
def service_info_payload(db: Session, *, tools: list[dict], service_name: str, backend_version: str, protocol_version: str) -> dict:
version = get_or_create_current_version(db)
db.commit()
return {
"service_name": service_name,
"backend_version": backend_version,
"protocolVersion": protocol_version,
"tools": tools,
"dataset": _version_payload(version),
}
def sync_employees_payload(db: Session, *, client_hash: str | None = None, include_data: bool = True) -> dict:
current = get_or_create_current_version(db)
db.commit()
if not client_hash:
return _full_sync_payload(db, current, include_data=include_data, reason=None)
if client_hash == current.hash:
return {
"mode": "delta",
"from_hash": client_hash,
"to_hash": current.hash,
"dataset": _version_payload(current),
"changes": {"added": [], "updated": [], "dismissed": [], "removed": []},
}
previous = get_version_by_hash(db, client_hash)
if not previous:
return _full_sync_payload(db, current, include_data=include_data, reason="unknown_client_hash", from_hash=client_hash)
return _delta_sync_payload(db, previous, current, include_data=include_data)
def _full_sync_payload(
db: Session,
current: DatasetVersion,
*,
include_data: bool,
reason: str | None,
from_hash: str | None = None,
) -> dict:
employees = db.scalars(select(Employee).order_by(Employee.profile_key)).all()
payload = {
"mode": "full",
"from_hash": from_hash,
"to_hash": current.hash,
"dataset": _version_payload(current),
"items": [_employee_payload(employee, include_data=include_data) for employee in employees],
}
if reason:
payload["reason"] = reason
return payload
def _delta_sync_payload(db: Session, previous: DatasetVersion, current: DatasetVersion, *, include_data: bool) -> dict:
previous_items = _items_by_profile_key(previous)
current_items = _items_by_profile_key(current)
employees = {employee.profile_key: employee for employee in db.scalars(select(Employee)).all()}
added = []
updated = []
dismissed = []
removed = []
for profile_key, current_item in sorted(current_items.items()):
previous_item = previous_items.get(profile_key)
employee = employees.get(profile_key)
if not previous_item:
if employee:
added.append(_employee_payload(employee, include_data=include_data))
continue
if previous_item.checksum == current_item.checksum and previous_item.status == current_item.status:
continue
if current_item.status == "dismissed":
dismissed.append(_tombstone(profile_key, current_item.status, employee))
elif employee:
updated.append(_employee_payload(employee, include_data=include_data))
for profile_key, previous_item in sorted(previous_items.items()):
if profile_key not in current_items:
removed.append(_tombstone(profile_key, "removed", employees.get(profile_key), checksum=previous_item.checksum))
return {
"mode": "delta",
"from_hash": previous.hash,
"to_hash": current.hash,
"dataset": _version_payload(current),
"changes": {
"added": added,
"updated": updated,
"dismissed": dismissed,
"removed": removed,
},
}
def _items_by_profile_key(version: DatasetVersion) -> dict[str, DatasetVersionItem]:
return {item.profile_key: item for item in version.items}
def _version_payload(version: DatasetVersion) -> dict:
return {
"hash": version.hash,
"previous_hash": version.previous_hash,
"created_at": version.created_at.isoformat() if version.created_at else None,
"crawl_run_id": version.crawl_run_id,
"employee_count": version.employee_count,
"active_count": version.active_count,
"dismissed_count": version.dismissed_count,
}
def _employee_marker(employee: Employee) -> EmployeeMarker:
return EmployeeMarker(
profile_key=employee.profile_key,
employee_id=employee.id,
status=employee.status,
checksum=employee.current_checksum or _payload_hash(employee.current_data or {}),
)
def _dataset_hash(markers: list[EmployeeMarker]) -> str:
payload = [
{"profile_key": marker.profile_key, "status": marker.status, "checksum": marker.checksum}
for marker in sorted(markers, key=lambda item: item.profile_key)
]
return _payload_hash(payload)
def _payload_hash(value: object) -> str:
payload = json.dumps(value, ensure_ascii=False, sort_keys=True, separators=(",", ":"), default=str)
return hashlib.sha256(payload.encode("utf-8")).hexdigest()
def _employee_payload(employee: Employee, *, include_data: bool) -> dict:
payload = {
"profile_key": employee.profile_key,
"profile_id": employee.profile_id,
"full_name": employee.full_name,
"status": employee.status,
"canonical_url": employee.canonical_url,
"last_seen_at": employee.last_seen_at.isoformat() if employee.last_seen_at else None,
"dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
"checksum": employee.current_checksum or _payload_hash(employee.current_data or {}),
}
if include_data:
payload["data"] = employee.current_data
return payload
def _tombstone(profile_key: str, status: str, employee: Employee | None, *, checksum: str | None = None) -> dict:
payload = {
"profile_key": profile_key,
"status": status,
"checksum": checksum or (employee.current_checksum if employee else None),
}
if employee:
payload.update(
{
"profile_id": employee.profile_id,
"full_name": employee.full_name,
"canonical_url": employee.canonical_url,
"dismissed_at": employee.dismissed_at.isoformat() if employee.dismissed_at else None,
}
)
return payload

View File

@@ -1,3 +1,3 @@
APP_VERSION = "0.7.6"
FRONTEND_VERSION = "0.7.6"
BACKEND_VERSION = "0.7.6"
APP_VERSION = "0.7.7"
FRONTEND_VERSION = "0.7.7"
BACKEND_VERSION = "0.7.7"

View File

@@ -1,7 +1,7 @@
[project]
name = "miem-workers"
version = "0.7.6"
description = "MIEM employees parser, admin API, and MCP server"
version = "0.7.7"
description = "MIEM employees parser, admin API, and web admin"
requires-python = ">=3.11"
dependencies = [
"apscheduler>=3.10.4",

130
tests/test_api.py Normal file
View File

@@ -0,0 +1,130 @@
from datetime import datetime, timezone
from types import SimpleNamespace
from fastapi.testclient import TestClient
from sqlalchemy import create_engine, select
from sqlalchemy.orm import sessionmaker
from sqlalchemy.pool import StaticPool
from app.config import Settings, get_settings
from app.db import Base, get_db
from app.main import app
from app.models import CrawlRun, CrawlRunEmployeeChange, Employee
from app.security import SESSION_COOKIE, sign_session
def test_health_returns_versions():
response = TestClient(app).get("/api/health")
assert response.status_code == 200
assert response.json()["backend_version"] == "0.7.7"
def test_mcp_endpoint_is_removed():
assert TestClient(app).get("/mcp").status_code == 404
def test_api_employees_and_stats_require_admin_session():
engine = create_engine("sqlite:///:memory:", connect_args={"check_same_thread": False}, poolclass=StaticPool)
Base.metadata.create_all(engine)
session_factory = sessionmaker(bind=engine)
db = session_factory()
employee = Employee(
profile_key="staff:alpha",
profile_type="staff",
profile_id="alpha",
canonical_url="https://www.hse.ru/staff/alpha",
full_name="Alpha Person",
status="active",
first_seen_at=datetime.now(timezone.utc),
last_seen_at=datetime.now(timezone.utc),
current_data={"contacts": {"emails": ["alpha@hse.ru"]}, "sections": []},
)
run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
db.add_all([employee, run])
db.commit()
db.add(CrawlRunEmployeeChange(
crawl_run_id=run.id,
employee_id=employee.id,
profile_key=employee.profile_key,
profile_url=employee.canonical_url,
full_name=employee.full_name,
change_type="new",
profile_available=True,
message="added",
))
db.commit()
run_id = run.id
db.close()
settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
def override_db():
session = session_factory()
try:
yield session
finally:
session.close()
app.dependency_overrides[get_db] = override_db
app.dependency_overrides[get_settings] = lambda: settings
client = TestClient(app)
client.cookies.set(SESSION_COOKIE, sign_session("admin", settings))
employees = client.get("/api/employees", params={"q": "Alpha", "has_email": True})
stats = client.get("/api/stats")
run_details = client.get(f"/api/crawl-runs/{run_id}")
assert employees.status_code == 200
assert employees.json()["total"] == 1
assert stats.status_code == 200
assert stats.json()["new_in_last_run"] == 1
assert run_details.status_code == 200
assert run_details.json()["changes"]["new"][0]["full_name"] == "Alpha Person"
app.dependency_overrides.clear()
def test_admin_refresh_employee_route_updates_only_requested_employee(monkeypatch):
engine = create_engine("sqlite:///:memory:", connect_args={"check_same_thread": False}, poolclass=StaticPool)
Base.metadata.create_all(engine)
session_factory = sessionmaker(bind=engine)
db = session_factory()
db.add(Employee(
profile_key="org_person:133709486",
profile_type="org_person",
profile_id="133709486",
canonical_url="https://www.hse.ru/org/persons/133709486",
full_name="Будков Юрий Алексеевич",
status="active",
))
db.commit()
employee_id = db.scalar(select(Employee.id))
db.close()
settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
def override_db():
session = session_factory()
try:
yield session
finally:
session.close()
calls = []
def fake_refresh_employee(db, refreshed_employee, route_settings):
calls.append((refreshed_employee.id, route_settings))
return SimpleNamespace(status="completed")
app.dependency_overrides[get_db] = override_db
app.dependency_overrides[get_settings] = lambda: settings
monkeypatch.setattr("app.admin.refresh_employee", fake_refresh_employee)
client = TestClient(app)
client.cookies.set(SESSION_COOKIE, sign_session("admin", settings))
response = client.post(f"/admin/employees/{employee_id}/refresh", follow_redirects=False)
assert response.status_code == 303
assert response.headers["location"] == f"/admin/employees/{employee_id}?refresh_status=success"
assert calls == [(employee_id, settings)]
app.dependency_overrides.clear()

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@@ -1,532 +0,0 @@
import json
from datetime import datetime, timezone
from types import SimpleNamespace
from fastapi.testclient import TestClient
from sqlalchemy import create_engine, select
from sqlalchemy.orm import sessionmaker
from sqlalchemy.pool import StaticPool
from app.config import Settings, get_settings
from app.db import Base, get_db
from app.main import app
from app.models import CrawlRun, CrawlRunEmployeeChange, Employee, EmployeePublication
from app.security import SESSION_COOKIE, sign_session
def test_health_returns_versions():
client = TestClient(app)
response = client.get("/api/health")
assert response.status_code == 200
assert response.json()["backend_version"] == "0.7.3"
def test_mcp_lists_tools_without_auth_and_ignores_auth_header():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
def override_db():
session = Session()
try:
yield session
finally:
session.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
without_auth = client.post("/mcp", json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}})
with_auth = client.post(
"/mcp",
headers={"Authorization": "Bearer anything"},
json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}},
)
assert without_auth.status_code == 200
assert with_auth.status_code == 200
tool_names = {tool["name"] for tool in without_auth.json()["result"]["tools"]}
assert "search_employees" in tool_names
assert "get_service_info" in tool_names
assert "sync_employees" in tool_names
assert any(tool["name"] == "get_crawl_run_details" for tool in without_auth.json()["result"]["tools"])
assert with_auth.json()["result"]["tools"] == without_auth.json()["result"]["tools"]
app.dependency_overrides.clear()
def test_mcp_search_employees_returns_matching_employee():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
session.add(
Employee(
profile_key="staff:avsergeev",
profile_type="staff",
profile_id="avsergeev",
canonical_url="https://www.hse.ru/staff/avsergeev",
full_name="Сергеев Алексей Викторович",
status="active",
first_seen_at=datetime.now(timezone.utc),
last_seen_at=datetime.now(timezone.utc),
current_data={"sections": []},
)
)
session.commit()
session.close()
def override_db():
db = Session()
try:
yield db
finally:
db.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {"name": "search_employees", "arguments": {"query": "Сергеев"}},
},
)
assert response.status_code == 200
assert "Сергеев Алексей Викторович" in response.json()["result"]["content"][0]["text"]
app.dependency_overrides.clear()
def test_mcp_service_info_returns_tools_and_dataset_hash():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
session.add(
Employee(
profile_key="staff:alpha",
profile_type="staff",
profile_id="alpha",
canonical_url="https://www.hse.ru/staff/alpha",
full_name="Alpha Person",
status="active",
current_checksum="a" * 64,
current_data={"sections": []},
)
)
session.commit()
session.close()
def override_db():
db = Session()
try:
yield db
finally:
db.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
response = client.post(
"/mcp",
json={"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "get_service_info", "arguments": {}}},
)
assert response.status_code == 200
payload = json.loads(response.json()["result"]["content"][0]["text"])
assert payload["service_name"] == "miem-employees"
assert payload["backend_version"] == "0.7.3"
assert payload["dataset"]["hash"]
assert any(tool["name"] == "sync_employees" for tool in payload["tools"])
app.dependency_overrides.clear()
def test_mcp_list_employee_publications_prefers_stored_publications_with_fallback():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
stored_employee = Employee(
profile_key="staff:stored",
profile_type="staff",
profile_id="stored",
canonical_url="https://www.hse.ru/staff/stored",
full_name="Stored Person",
status="active",
current_data={
"sections": [
{
"type": "publications",
"publications": [{"title": "Old JSON Publication", "url": "https://example.test/old"}],
}
]
},
)
fallback_employee = Employee(
profile_key="staff:fallback",
profile_type="staff",
profile_id="fallback",
canonical_url="https://www.hse.ru/staff/fallback",
full_name="Fallback Person",
status="active",
current_data={
"sections": [
{
"type": "publications",
"publications": [{"title": "Fallback Publication", "url": "https://example.test/fallback"}],
}
]
},
)
session.add_all([stored_employee, fallback_employee])
session.commit()
session.add(
EmployeePublication(
employee_id=stored_employee.id,
publication_id="pub-1",
title="Stored Publication",
year=2024,
publication_type="ARTICLE",
url="https://publications.hse.ru/view/pub-1",
doi_url="https://doi.org/10.1/test",
citation_text="Stored Citation",
annotation={"ru": "Аннотация", "en": "Abstract"},
description={"main": "Stored Citation"},
authors=[{"id": "1", "title_ru": "Автор", "is_current_employee": True}],
source_hash="a" * 64,
)
)
session.commit()
session.close()
def override_db():
db = Session()
try:
yield db
finally:
db.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
stored_response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {"name": "list_employee_publications", "arguments": {"profile_id_or_url": "stored"}},
},
)
fallback_response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {"name": "list_employee_publications", "arguments": {"profile_id_or_url": "fallback"}},
},
)
stored_payload = json.loads(stored_response.json()["result"]["content"][0]["text"])
fallback_payload = json.loads(fallback_response.json()["result"]["content"][0]["text"])
assert stored_payload["items"][0]["title"] == "Stored Publication"
assert stored_payload["items"][0]["doi_url"] == "https://doi.org/10.1/test"
assert stored_payload["items"][0]["annotation"] == {"ru": "Аннотация", "en": "Abstract"}
assert stored_payload["items"][0]["authors"] == [{"id": "1", "title_ru": "Автор", "is_current_employee": True}]
assert fallback_payload["items"][0]["title"] == "Fallback Publication"
app.dependency_overrides.clear()
def test_mcp_sync_employees_full_empty_and_unknown_hash_modes():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
session.add(
Employee(
profile_key="staff:alpha",
profile_type="staff",
profile_id="alpha",
canonical_url="https://www.hse.ru/staff/alpha",
full_name="Alpha Person",
status="active",
current_checksum="a" * 64,
current_data={"sections": [{"type": "paragraphs"}]},
)
)
session.commit()
session.close()
def override_db():
db = Session()
try:
yield db
finally:
db.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
full_response = client.post(
"/mcp",
json={"jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": {"name": "sync_employees", "arguments": {}}},
)
full_payload = json.loads(full_response.json()["result"]["content"][0]["text"])
current_hash = full_payload["to_hash"]
empty_response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {"name": "sync_employees", "arguments": {"client_hash": current_hash}},
},
)
empty_payload = json.loads(empty_response.json()["result"]["content"][0]["text"])
unknown_response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 3,
"method": "tools/call",
"params": {"name": "sync_employees", "arguments": {"client_hash": "missing"}},
},
)
unknown_payload = json.loads(unknown_response.json()["result"]["content"][0]["text"])
assert full_payload["mode"] == "full"
assert full_payload["items"][0]["data"] == {"sections": [{"type": "paragraphs"}]}
assert empty_payload["mode"] == "delta"
assert empty_payload["changes"] == {"added": [], "updated": [], "dismissed": [], "removed": []}
assert unknown_payload["mode"] == "full"
assert unknown_payload["reason"] == "unknown_client_hash"
app.dependency_overrides.clear()
def test_mcp_get_crawl_run_details_returns_changes():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
employee = Employee(
profile_key="staff:new",
profile_type="staff",
profile_id="new",
canonical_url="https://www.hse.ru/staff/new",
full_name="New Person",
status="active",
first_seen_at=datetime.now(timezone.utc),
last_seen_at=datetime.now(timezone.utc),
)
session.add_all([run, employee])
session.commit()
session.add(
CrawlRunEmployeeChange(
crawl_run_id=run.id,
employee_id=employee.id,
profile_key=employee.profile_key,
profile_url=employee.canonical_url,
full_name=employee.full_name,
change_type="new",
profile_available=True,
message="added",
)
)
session.commit()
run_id = run.id
session.close()
def override_db():
db = Session()
try:
yield db
finally:
db.close()
app.dependency_overrides[get_db] = override_db
client = TestClient(app)
response = client.post(
"/mcp",
json={
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {"name": "get_crawl_run_details", "arguments": {"run_id": run_id}},
},
)
assert response.status_code == 200
text = response.json()["result"]["content"][0]["text"]
assert "New Person" in text
assert "changes_detail_available" in text
app.dependency_overrides.clear()
def test_mcp_protected_resource_metadata_route_is_removed():
client = TestClient(app)
response = client.get("/.well-known/oauth-protected-resource")
assert response.status_code == 404
def test_api_employees_and_stats_require_admin_session():
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
db = Session()
db.add(
Employee(
profile_key="staff:alpha",
profile_type="staff",
profile_id="alpha",
canonical_url="https://www.hse.ru/staff/alpha",
full_name="Alpha Person",
status="active",
first_seen_at=datetime.now(timezone.utc),
last_seen_at=datetime.now(timezone.utc),
current_data={"contacts": {"emails": ["alpha@hse.ru"]}, "sections": []},
)
)
run = CrawlRun(source_url="https://miem.hse.ru/persons", status="completed", new_count=1)
db.add(run)
db.commit()
db.add(
CrawlRunEmployeeChange(
crawl_run_id=run.id,
employee_id=1,
profile_key="staff:alpha",
profile_url="https://www.hse.ru/staff/alpha",
full_name="Alpha Person",
change_type="new",
profile_available=True,
message="added",
)
)
db.commit()
run_id = run.id
db.close()
settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
def override_db():
session = Session()
try:
yield session
finally:
session.close()
app.dependency_overrides[get_db] = override_db
app.dependency_overrides[get_settings] = lambda: settings
client = TestClient(app)
client.cookies.set(SESSION_COOKIE, sign_session("admin", settings))
employees = client.get("/api/employees", params={"q": "Alpha", "has_email": True})
stats = client.get("/api/stats")
run_details = client.get(f"/api/crawl-runs/{run_id}")
assert employees.status_code == 200
assert employees.json()["total"] == 1
assert stats.status_code == 200
assert stats.json()["new_in_last_run"] == 1
assert run_details.status_code == 200
assert run_details.json()["changes"]["new"][0]["full_name"] == "Alpha Person"
app.dependency_overrides.clear()
def test_admin_refresh_employee_route_updates_only_requested_employee(monkeypatch):
engine = create_engine(
"sqlite:///:memory:",
connect_args={"check_same_thread": False},
poolclass=StaticPool,
)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
db = Session()
db.add(
Employee(
profile_key="org_person:133709486",
profile_type="org_person",
profile_id="133709486",
canonical_url="https://www.hse.ru/org/persons/133709486",
full_name="Будков Юрий Алексеевич",
status="active",
)
)
db.commit()
employee_id = db.scalar(select(Employee.id))
db.close()
settings = Settings(admin_username="admin", admin_password="password", session_secret="session-secret")
def override_db():
session = Session()
try:
yield session
finally:
session.close()
calls = []
def fake_refresh_employee(db, refreshed_employee, route_settings):
calls.append((refreshed_employee.id, route_settings))
return SimpleNamespace(status="completed")
app.dependency_overrides[get_db] = override_db
app.dependency_overrides[get_settings] = lambda: settings
monkeypatch.setattr("app.admin.refresh_employee", fake_refresh_employee)
client = TestClient(app)
client.cookies.set(SESSION_COOKIE, sign_session("admin", settings))
response = client.post(f"/admin/employees/{employee_id}/refresh", follow_redirects=False)
assert response.status_code == 303
assert response.headers["location"] == f"/admin/employees/{employee_id}?refresh_status=success"
assert calls == [(employee_id, settings)]
app.dependency_overrides.clear()

View File

@@ -1,88 +0,0 @@
from datetime import datetime, timezone
from app.models import Employee
from app.services.dataset_versions import get_or_create_current_version, sync_employees_payload
def _employee(profile_key: str, checksum: str, *, status: str = "active") -> Employee:
return Employee(
profile_key=profile_key,
profile_type=profile_key.split(":", 1)[0],
profile_id=profile_key.split(":", 1)[1],
canonical_url=f"https://www.hse.ru/{profile_key}",
full_name=profile_key,
status=status,
first_seen_at=datetime.now(timezone.utc),
last_seen_at=datetime.now(timezone.utc),
current_data={"profile_key": profile_key},
current_checksum=checksum,
)
def test_dataset_version_hash_is_stable_for_same_employee_state(db_session):
db_session.add(_employee("staff:alpha", "a" * 64))
db_session.commit()
first = get_or_create_current_version(db_session)
db_session.commit()
second = get_or_create_current_version(db_session)
assert second.id == first.id
assert second.hash == first.hash
assert second.employee_count == 1
def test_dataset_version_hash_changes_when_employee_checksum_changes(db_session):
employee = _employee("staff:alpha", "a" * 64)
db_session.add(employee)
db_session.commit()
first = get_or_create_current_version(db_session)
db_session.commit()
employee.current_checksum = "b" * 64
db_session.commit()
second = get_or_create_current_version(db_session)
assert second.hash != first.hash
assert second.previous_hash == first.hash
def test_sync_employees_diff_spans_multiple_intermediate_versions(db_session):
alpha = _employee("staff:alpha", "a" * 64)
db_session.add(alpha)
db_session.commit()
first = get_or_create_current_version(db_session)
db_session.commit()
beta = _employee("staff:beta", "b" * 64)
db_session.add(beta)
db_session.commit()
get_or_create_current_version(db_session)
db_session.commit()
alpha.current_checksum = "c" * 64
alpha.current_data = {"profile_key": "staff:alpha", "changed": True}
db_session.commit()
payload = sync_employees_payload(db_session, client_hash=first.hash, include_data=False)
assert payload["mode"] == "delta"
assert [item["profile_key"] for item in payload["changes"]["added"]] == ["staff:beta"]
assert [item["profile_key"] for item in payload["changes"]["updated"]] == ["staff:alpha"]
assert payload["changes"]["dismissed"] == []
assert payload["changes"]["removed"] == []
def test_sync_employees_reports_dismissed_as_tombstone(db_session):
alpha = _employee("staff:alpha", "a" * 64)
db_session.add(alpha)
db_session.commit()
first = get_or_create_current_version(db_session)
db_session.commit()
alpha.status = "dismissed"
db_session.commit()
payload = sync_employees_payload(db_session, client_hash=first.hash, include_data=False)
assert payload["changes"]["dismissed"][0]["profile_key"] == "staff:alpha"
assert payload["changes"]["dismissed"][0]["status"] == "dismissed"