chore: align package version

Reviewed-on: #35

.env.example

@@ -15,4 +15,3 @@ ADMIN_USERNAME=admin
 ADMIN_PASSWORD=change-me
 SESSION_SECRET=change-me-session-secret
 API_PORT=8000
-MCP_PORT=8001

.gitignore

@@ -8,3 +8,4 @@ pytest-cache-files-*/
 .coverage
 htmlcov/
 postgres_data/
+MCP_DESCRIPTION.md

CHANGELOG.md

@@ -0,0 +1,33 @@
+# Changelog
+
+## 0.7.8
+
+- В колонке учёной степени отображаются все найденные степени без лишнего текста.
+
+## 0.7.7
+
+- Удалена неиспользуемая интеграция обмена данными и связанная документация и тесты.
+
+## 0.7.6
+
+- Возвращён еженедельный автоматический запуск обхода сотрудников.
+
+## 0.7.5
+
+- Production Compose запускает только API и PostgreSQL.
+
+## 0.7.4
+
+- Ускорена фильтрация сотрудников по учёной степени.
+
+## 0.7.3
+
+- Восстановлена проверка профилей сотрудников и хранение истории URL профиля.
+
+## 0.7.2
+
+- В каталоге сотрудников добавлены фильтр и колонка учёной степени.
+
+## 0.7.1
+
+- Добавлена кнопка «Проверить уволенных» для принудительной сверки статуса уволенных сотрудников с текущим списком источника.

README.md

@@ -1,113 +1,119 @@
-# 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.
-
-## Архитектура
-
-- `api`: FastAPI, REST API, HTML-админка, healthcheck.
+# MIEM Employees Server
+
+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 и healthcheck.
 - `worker`: weekly scheduler, который запускает парсинг по `CRAWL_CRON`.
-- `mcp`: открытый HTTP MCP endpoint для ИИ-агентов.
-- `postgres`: основная БД.
-
-Парсер использует фиксированный источник сотрудников, по умолчанию `https://miem.hse.ru/persons`. Для каждой карточки сохраняются ФИО, должности, год начала работы, контакты, идентификаторы, вкладки профиля, секции, публикации, курсы, ВКР, JSON-снапшот и сжатый HTML-снапшот. Ссылки обходятся только из меню профиля самого сотрудника (`person-menu`), например `#sci`, `#teaching`, `#main`.
-
-## Переменные окружения
-
-Скопируйте `.env.example` в `.env` и поменяйте секреты:
-
-```bash
-cp .env.example .env
-```
-
-Основные настройки:
-
-- `DATABASE_URL`: строка подключения SQLAlchemy.
+- `postgres`: основная БД.
+
+Парсер использует фиксированный источник сотрудников, по умолчанию `https://miem.hse.ru/persons`. Для каждой карточки сохраняются ФИО, должности, год начала работы, контакты, идентификаторы, вкладки профиля, секции, публикации, курсы, ВКР, новости, JSON-снапшот и сжатый HTML-снапшот. Детальные публикации дополнительно нормализуются в отдельную таблицу `employee_publications`, а новости из блока «В новостях» — в `employee_news_links`. Ссылки обходятся только из меню профиля самого сотрудника (`person-menu`), например `#sci`, `#teaching`, `#main`.
+
+## Переменные окружения
+
+Скопируйте `.env.example` в `.env` и поменяйте секреты:
+
+```bash
+cp .env.example .env
+```
+
+Основные настройки:
+
+- `DATABASE_URL`: строка подключения SQLAlchemy.
 - `SOURCE_URL`: список сотрудников МИЭМ.
 - `CRAWL_CRON`: расписание в формате crontab, по умолчанию `0 3 * * 1`.
-- `CRAWL_LIMIT`: опциональный лимит профилей для тестового запуска.
-- `ADMIN_USERNAME`, `ADMIN_PASSWORD`: логин и пароль админки.
-- `SESSION_SECRET`: секрет подписи cookie.
-- `PARSER_USE_PLAYWRIGHT`: включение Playwright-рендера динамических вкладок.
-
-## Локальный запуск
-
-```bash
-python -m venv .venv
-.venv\Scripts\activate
-pip install -r requirements.txt
-uvicorn app.main:app --reload
-```
-
-Админка: `http://localhost:8000/admin`.
-
-В админке доступны:
-
-- `Dashboard`: общая статистика, последний добавленный сотрудник, прогресс текущего/последнего парсинга и ручной запуск.
-- `Directory`: настраиваемая таблица сотрудников с фильтрами, сортировкой, пагинацией и выбором колонок.
-- `Employees`: простая legacy-таблица сотрудников.
-- `Runs`: история запусков, ошибки и progress bar.
-
-## Docker Compose
-
-```bash
-docker compose up --build
-```
-
-По умолчанию:
-
-- API и админка: `http://localhost:8000`
-- MCP: `http://localhost:8001/mcp`
-- Postgres: `localhost:5432`
-
-Таблицы создаются приложением при старте. SQL-миграция для ручного применения лежит в `migrations/001_init.sql`.
-
-## Парсинг
-
-Weekly worker запускается по `CRAWL_CRON`. Ручной запуск доступен в админке на `Dashboard` и странице `Runs` или через REST:
-
-```bash
-curl -X POST http://localhost:8000/api/crawl-runs --cookie "miem_admin_session=..."
-```
-
-Алгоритм обновления:
-
-- найденные сотрудники получают статус `active` и обновленный `last_seen_at`;
-- новые сотрудники добавляются в `employees`;
-- количество новых сотрудников за запуск сохраняется в `crawl_runs.new_count`;
-- активные сотрудники, исчезнувшие из текущего списка источника, получают статус `dismissed` и `dismissed_at`;
-- каждый успешный разбор сохраняет запись в `employee_snapshots`.
-
-Во время выполнения парсинга `found_count`, `parsed_count` и `error_count` обновляются в базе. Админка опрашивает `/api/crawl-runs/latest` и показывает прогресс как `parsed_count + error_count / found_count`.
-
-## MCP
-
-Endpoint: `POST /mcp`, без авторизации на уровне приложения.
-
-Поддерживаемые tools:
-
-- `search_employees(query, status?, limit?)`
-- `get_employee(profile_id_or_url)`
-- `list_employee_publications(profile_id_or_url)`
-- `list_employee_courses(profile_id_or_url)`
-- `get_crawl_status()`
-
-Пример локального legacy-режима со статическим токеном:
-
-```bash
-curl http://localhost:8001/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.
-
+- `CRAWL_LIMIT`: опциональный лимит профилей для тестового запуска.
+- `ADMIN_USERNAME`, `ADMIN_PASSWORD`: логин и пароль админки.
+- `SESSION_SECRET`: секрет подписи cookie.
+- `PARSER_USE_PLAYWRIGHT`: включение Playwright-рендера динамических вкладок.
+- `DISMISSAL_CONFIRMATION_RUNS`: сколько последовательных проверок недоступности нужно для увольнения, по умолчанию `3`.
+- `MAX_AUTO_DISMISSALS_PER_RUN`: защитный лимит массовых автоматических увольнений за один запуск, по умолчанию `25`.
+
+## Локальный запуск
+
+```bash
+python -m venv .venv
+.venv\Scripts\activate
+pip install -r requirements.txt
+uvicorn app.main:app --reload
+```
+
+Админка: `http://localhost:8000/admin`.
+
+В админке доступны:
+
+- `Dashboard`: общая статистика, последний добавленный сотрудник, прогресс текущего/последнего парсинга и ручной запуск.
+- `Directory`: настраиваемая таблица сотрудников с фильтрами, сортировкой, пагинацией и выбором колонок.
+- `Runs`: история запусков, ошибки и progress bar.
+
+## Docker Compose
+
+```bash
+docker compose up -d --build --remove-orphans
+```
+
+По умолчанию:
+
+- API и админка: `http://localhost:8000`
+- Postgres: `localhost:5432`
+
+Таблицы создаются приложением при старте. При обновлении существующей базы приложение также добавляет недостающие runtime-колонки, например `crawl_runs.skipped_count`. SQL-миграции для ручного применения лежат в `migrations/`.
+
+## Наполнение БД
+
+Основная карточка сотрудника хранится в `employees`: профиль, статус, даты обнаружения/увольнения, текущий JSON `current_data`, checksum и версия парсера. История успешных изменений сохраняется в `employee_snapshots` вместе с JSON-снимком и сжатым HTML профиля.
+
+Публикации теперь хранятся в двух видах:
+
+- краткий список остается внутри `employees.current_data.sections[].publications` для обратной совместимости;
+- детальные записи сохраняются в `employee_publications` и связываются с сотрудником через `employee_id`.
+
+`employee_publications` содержит `publication_id`, название, год, тип публикации, язык, статус, ссылку на карточку HSE Publications, DOI, внешние/document-ссылки, citation text, аннотацию, описание, авторов, raw JSON ответа `searchPubs` и `source_hash` для безопасного повторного upsert. Уникальность поддерживается по `(employee_id, publication_id)` и `(employee_id, source_hash)`, поэтому повторный crawl не должен создавать дубликаты.
+
+`list_employee_publications` сначала читает `employee_publications`; если детальных строк еще нет, возвращает старые публикации из `current_data`.
+
+Новости сотрудников также хранятся в двух видах:
+
+- краткий список остается внутри `employees.current_data.sections[].news_links`;
+- нормализованные карточки из вкладки «В новостях» сохраняются в `employee_news_links`.
+
+`employee_news_links` содержит название новости, ссылку, краткое описание, дату публикации, год публикации, raw JSON карточки и `source_hash`. Уникальность поддерживается по `(employee_id, url)` и `(employee_id, source_hash)`, поэтому повторный crawl не создает дубликаты.
+
+## Парсинг
+
+Worker запускает обход по `CRAWL_CRON`. Ручной запуск также доступен в админке на `Dashboard` и странице `Runs` или через REST:
+
+```bash
+curl -X POST http://localhost:8000/api/crawl-runs --cookie "miem_admin_session=..."
+```
+
+Алгоритм обновления:
+
+- найденные сотрудники получают статус `active` и обновленный `last_seen_at`;
+- новые сотрудники добавляются в `employees`;
+- если профиль перенесен на другой URL, он сопоставляется с прежней записью по единственному точному совпадению ФИО;
+- старые URL сохраняются в истории `employee_profile_urls`;
+- количество новых сотрудников за запуск сохраняется в `crawl_runs.new_count`;
+- публикации из HSE Publications записываются в `employee_publications`, а краткий список остается в JSON профиля;
+- новости из блока «В новостях» записываются в `employee_news_links`, а краткий список остается в JSON профиля;
+- один `404` старого профиля переводит сотрудника в статус `verification_required`, а не в `dismissed`;
+- статус `dismissed` устанавливается только после нескольких последовательных проверок `404`/`410`;
+- сетевые ошибки и ответы `5xx` не считаются подтверждением увольнения;
+- если число кандидатов на увольнение превышает защитный лимит, автоматическое увольнение приостанавливается;
+- кнопка «Проверить уволенных» сверяет только их profile_key с текущим списком источника и возвращает найденных сотрудников в `active` без обновления содержимого профиля;
+- каждый успешный новый или измененный разбор сохраняет запись в `employee_snapshots`;
+- неизмененные профили учитываются в `crawl_runs.skipped_count` и не получают новый snapshot.
+
+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`.
+
 ## Обслуживание
-
-```bash
+
+```bash
 docker compose logs -f api
 docker compose logs -f worker
-docker compose exec postgres pg_dump -U miem miem_workers > backup.sql
-docker compose down
-```
-
-Версия сервиса: `0.4.5`. Админка всегда показывает версии backend и frontend в footer.
+docker compose exec postgres pg_dump -U miem miem_workers > backup.sql
+docker compose down
+```
+
+Версия сервиса: `0.7.7`. Админка всегда показывает версии backend и frontend в footer.

app/admin.py

@@ -1,197 +1,242 @@
-from fastapi import APIRouter, BackgroundTasks, Depends, Form, Request
-from fastapi.responses import HTMLResponse, RedirectResponse
-from fastapi.templating import Jinja2Templates
-from sqlalchemy import desc, func, select
-from sqlalchemy.orm import Session
-
-from app.config import Settings, get_settings
-from app.db import SessionLocal, get_db
-from app.models import CrawlError, CrawlRun, Employee
-from app.security import SESSION_COOKIE, require_admin, sign_session, verify_admin
-from app.services.admin_data import (
-    employee_detail_payload,
-    format_admin_datetime,
-    list_employees_page,
-    run_detail_payload,
-    run_payload,
-    stats_payload,
-)
-from app.services.crawl_control import get_running_run, run_crawl_if_idle
-from app.version import BACKEND_VERSION, FRONTEND_VERSION
-
-router = APIRouter(prefix="/admin")
-templates = Jinja2Templates(directory="app/templates")
-
-
-@router.get("", response_class=HTMLResponse)
-def dashboard(request: Request, db: Session = Depends(get_db), settings: Settings = Depends(get_settings)):
-    require_admin(request, settings)
-    counts = stats_payload(db)
-    counts["runs"] = db.scalar(select(func.count()).select_from(CrawlRun)) or 0
-    counts["errors"] = db.scalar(select(func.count()).select_from(CrawlError)) or 0
-    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(5)).all()
-    runs = [run_payload(run) for run in run_models]
-    return _render(request, "dashboard.html", {"counts": counts, "runs": runs, "latest_run": runs[0] if runs else None})
-
-
-@router.get("/login", response_class=HTMLResponse)
-def login_form(request: Request):
-    return _render(request, "login.html", {"error": None})
-
-
-@router.post("/login")
-def login(
-    request: Request,
-    username: str = Form(...),
-    password: str = Form(...),
-    settings: Settings = Depends(get_settings),
-):
-    if not verify_admin(username, password, settings):
-        return _render(request, "login.html", {"error": "Неверный логин или пароль"}, status_code=401)
-    redirect = RedirectResponse("/admin", status_code=303)
-    redirect.set_cookie(SESSION_COOKIE, sign_session(username, settings), httponly=True, samesite="lax")
-    return redirect
-
-
-@router.post("/logout")
-def logout():
-    redirect = RedirectResponse("/admin/login", status_code=303)
-    redirect.delete_cookie(SESSION_COOKIE)
-    return redirect
-
-
-@router.get("/employees", response_class=HTMLResponse)
-def employees(
-    request: Request,
-    status: str | None = None,
-    q: str | None = None,
-    settings: Settings = Depends(get_settings),
-):
-    require_admin(request, settings)
-    return RedirectResponse("/admin/directory", status_code=303)
-
-
-@router.get("/directory", response_class=HTMLResponse)
-def directory(
-    request: Request,
-    status: str | None = None,
-    q: str | None = None,
-    started_from: str | None = None,
+from fastapi import APIRouter, BackgroundTasks, Depends, Form, Request
+from fastapi.responses import HTMLResponse, RedirectResponse
+from fastapi.templating import Jinja2Templates
+from sqlalchemy import desc, func, select
+from sqlalchemy.orm import Session
+
+from app.config import Settings, get_settings
+from app.db import SessionLocal, get_db
+from app.models import CrawlError, CrawlRun, Employee
+from app.security import SESSION_COOKIE, require_admin, sign_session, verify_admin
+from app.services.admin_data import (
+    employee_detail_payload,
+    format_admin_datetime,
+    list_employees_page,
+    run_detail_payload,
+    run_payload,
+    stats_payload,
+)
+from app.services.crawl_control import get_running_run, run_crawl_if_idle
+from app.services.crawler import refresh_dismissed_status, refresh_employee
+from app.version import BACKEND_VERSION, FRONTEND_VERSION
+
+router = APIRouter(prefix="/admin")
+templates = Jinja2Templates(directory="app/templates")
+
+
+@router.get("", response_class=HTMLResponse)
+def dashboard(request: Request, db: Session = Depends(get_db), settings: Settings = Depends(get_settings)):
+    require_admin(request, settings)
+    counts = stats_payload(db)
+    counts["runs"] = db.scalar(select(func.count()).select_from(CrawlRun)) or 0
+    counts["errors"] = db.scalar(select(func.count()).select_from(CrawlError)) or 0
+    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(5)).all()
+    runs = [run_payload(run) for run in run_models]
+    return _render(request, "dashboard.html", {"counts": counts, "runs": runs, "latest_run": runs[0] if runs else None})
+
+
+@router.get("/login", response_class=HTMLResponse)
+def login_form(request: Request):
+    return _render(request, "login.html", {"error": None})
+
+
+@router.post("/login")
+def login(
+    request: Request,
+    username: str = Form(...),
+    password: str = Form(...),
+    settings: Settings = Depends(get_settings),
+):
+    if not verify_admin(username, password, settings):
+        return _render(request, "login.html", {"error": "Неверный логин или пароль"}, status_code=401)
+    redirect = RedirectResponse("/admin", status_code=303)
+    redirect.set_cookie(SESSION_COOKIE, sign_session(username, settings), httponly=True, samesite="lax")
+    return redirect
+
+
+@router.post("/logout")
+def logout():
+    redirect = RedirectResponse("/admin/login", status_code=303)
+    redirect.delete_cookie(SESSION_COOKIE)
+    return redirect
+
+
+@router.get("/employees", response_class=HTMLResponse)
+def employees(
+    request: Request,
+    status: str | None = None,
+    q: str | None = None,
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    return RedirectResponse("/admin/directory", status_code=303)
+
+
+@router.get("/directory", response_class=HTMLResponse)
+def directory(
+    request: Request,
+    status: str | None = None,
+    q: str | None = None,
+    started_from: str | None = None,
     started_to: str | None = None,
     has_email: str | None = None,
-    sort: str = "full_name",
-    direction: str = "asc",
-    limit: int = 50,
-    offset: int = 0,
-    db: Session = Depends(get_db),
-    settings: Settings = Depends(get_settings),
-):
-    require_admin(request, settings)
-    parsed_started_from = _parse_date(started_from)
-    parsed_started_to = _parse_date(started_to)
+    has_academic_degree: str | None = None,
+    sort: str = "full_name",
+    direction: str = "asc",
+    limit: int = 50,
+    offset: int = 0,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    parsed_started_from = _parse_date(started_from)
+    parsed_started_to = _parse_date(started_to)
     parsed_has_email = None if has_email in (None, "") else has_email == "true"
-    page = list_employees_page(
-        db,
-        status=status,
-        q=q,
-        started_from=parsed_started_from,
-        started_to=parsed_started_to,
+    parsed_has_academic_degree = None if has_academic_degree in (None, "") else has_academic_degree == "true"
+    page = list_employees_page(
+        db,
+        status=status,
+        q=q,
+        started_from=parsed_started_from,
+        started_to=parsed_started_to,
         has_email=parsed_has_email,
-        sort=sort,
-        direction=direction,
-        limit=limit,
-        offset=offset,
-    )
-    return _render(
-        request,
-        "directory.html",
-        {
-            "page": page,
-            "filters": {
-                "status": status or "",
-                "q": q or "",
-                "started_from": started_from or "",
-                "started_to": started_to or "",
+        has_academic_degree=parsed_has_academic_degree,
+        sort=sort,
+        direction=direction,
+        limit=limit,
+        offset=offset,
+    )
+    return _render(
+        request,
+        "directory.html",
+        {
+            "page": page,
+            "filters": {
+                "status": status or "",
+                "q": q or "",
+                "started_from": started_from or "",
+                "started_to": started_to or "",
                 "has_email": has_email or "",
-                "sort": sort,
-                "direction": direction,
-                "limit": page["limit"],
-                "offset": offset,
-            },
-        },
-    )
-
-
-@router.get("/employees/{employee_id}", response_class=HTMLResponse)
-def employee_detail(
-    employee_id: int,
-    request: Request,
-    db: Session = Depends(get_db),
-    settings: Settings = Depends(get_settings),
-):
-    require_admin(request, settings)
-    employee = db.get(Employee, employee_id)
-    if not employee:
-        return RedirectResponse("/admin/employees", status_code=303)
-    snapshots = [
-        {
-            "captured_display": format_admin_datetime(snapshot.captured_at),
-            "checksum": snapshot.checksum,
-            "parser_version": snapshot.parser_version,
-        }
-        for snapshot in sorted(employee.snapshots, key=lambda item: item.captured_at, reverse=True)[:20]
-    ]
-    return _render(
-        request,
-        "employee_detail.html",
-        {"employee": employee, "employee_view": employee_detail_payload(employee), "snapshots": snapshots},
-    )
-
-
-@router.get("/runs", response_class=HTMLResponse)
-def runs(request: Request, db: Session = Depends(get_db), settings: Settings = Depends(get_settings)):
-    require_admin(request, settings)
-    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(50)).all()
-    items = [run_payload(run) for run in run_models]
-    errors = db.scalars(select(CrawlError).order_by(desc(CrawlError.created_at)).limit(50)).all()
-    return _render(request, "runs.html", {"runs": items, "errors": errors})
-
-
-@router.get("/runs/{run_id}", response_class=HTMLResponse)
-def run_detail(
-    run_id: int,
-    request: Request,
-    db: Session = Depends(get_db),
-    settings: Settings = Depends(get_settings),
-):
-    require_admin(request, settings)
-    run = db.get(CrawlRun, run_id)
-    if not run:
-        return RedirectResponse("/admin/runs", status_code=303)
-    return _render(request, "run_detail.html", {"run": run_detail_payload(db, run)})
-
-
-@router.post("/runs")
-def trigger_run(
-    request: Request,
-    background_tasks: BackgroundTasks,
-    db: Session = Depends(get_db),
-    settings: Settings = Depends(get_settings),
-):
-    require_admin(request, settings)
-    if get_running_run(db):
-        return RedirectResponse("/admin/runs", status_code=303)
-
-    def _crawl() -> None:
-        with SessionLocal() as db:
-            run_crawl_if_idle(db, settings)
-
-    background_tasks.add_task(_crawl)
-    return RedirectResponse("/admin/runs", status_code=303)
-
-
+                "has_academic_degree": has_academic_degree or "",
+                "sort": sort,
+                "direction": direction,
+                "limit": page["limit"],
+                "offset": offset,
+            },
+        },
+    )
+
+
+@router.get("/employees/{employee_id}", response_class=HTMLResponse)
+def employee_detail(
+    employee_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    employee = db.get(Employee, employee_id)
+    if not employee:
+        return RedirectResponse("/admin/employees", status_code=303)
+    snapshots = [
+        {
+            "captured_display": format_admin_datetime(snapshot.captured_at),
+            "checksum": snapshot.checksum,
+            "parser_version": snapshot.parser_version,
+        }
+        for snapshot in sorted(employee.snapshots, key=lambda item: item.captured_at, reverse=True)[:20]
+    ]
+    return _render(
+        request,
+        "employee_detail.html",
+        {
+            "employee": employee,
+            "employee_view": employee_detail_payload(employee),
+            "snapshots": snapshots,
+            "refresh_status": request.query_params.get("refresh_status"),
+        },
+    )
+
+
+@router.post("/employees/{employee_id}/refresh")
+def refresh_employee_detail(
+    employee_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    employee = db.get(Employee, employee_id)
+    if not employee:
+        return RedirectResponse("/admin/directory", status_code=303)
+    run = refresh_employee(db, employee, settings)
+    status = "success" if run.status == "completed" else "error"
+    return RedirectResponse(f"/admin/employees/{employee_id}?refresh_status={status}", status_code=303)
+
+
+@router.get("/runs", response_class=HTMLResponse)
+def runs(request: Request, db: Session = Depends(get_db), settings: Settings = Depends(get_settings)):
+    require_admin(request, settings)
+    run_models = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(50)).all()
+    items = [run_payload(run) for run in run_models]
+    errors = db.scalars(select(CrawlError).order_by(desc(CrawlError.created_at)).limit(50)).all()
+    return _render(request, "runs.html", {"runs": items, "errors": errors})
+
+
+@router.get("/runs/{run_id}", response_class=HTMLResponse)
+def run_detail(
+    run_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    run = db.get(CrawlRun, run_id)
+    if not run:
+        return RedirectResponse("/admin/runs", status_code=303)
+    return _render(request, "run_detail.html", {"run": run_detail_payload(db, run)})
+
+
+@router.post("/runs")
+def trigger_run(
+    request: Request,
+    background_tasks: BackgroundTasks,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    if get_running_run(db):
+        return RedirectResponse("/admin/runs", status_code=303)
+
+    def _crawl() -> None:
+        with SessionLocal() as db:
+            run_crawl_if_idle(db, settings)
+
+    background_tasks.add_task(_crawl)
+    return RedirectResponse("/admin/runs", status_code=303)
+
+
 @router.post("/crawl-now")
 def crawl_now(
+    request: Request,
+    background_tasks: BackgroundTasks,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    if get_running_run(db):
+        return RedirectResponse("/admin", status_code=303)
+
+    def _crawl() -> None:
+        with SessionLocal() as db:
+            run_crawl_if_idle(db, settings)
+
+    background_tasks.add_task(_crawl)
+    return RedirectResponse("/admin", status_code=303)
+
+
+@router.post("/dismissed/refresh")
+def refresh_dismissed(
     request: Request,
     background_tasks: BackgroundTasks,
     db: Session = Depends(get_db),
@@ -201,30 +246,30 @@ def crawl_now(
     if get_running_run(db):
         return RedirectResponse("/admin", status_code=303)
 
-    def _crawl() -> None:
+    def _refresh() -> None:
         with SessionLocal() as db:
-            run_crawl_if_idle(db, settings)
+            refresh_dismissed_status(db, settings)
 
-    background_tasks.add_task(_crawl)
+    background_tasks.add_task(_refresh)
     return RedirectResponse("/admin", status_code=303)
 
 
 def _render(request: Request, template: str, context: dict, status_code: int = 200) -> HTMLResponse:
-    payload = {
-        "request": request,
-        "backend_version": BACKEND_VERSION,
-        "frontend_version": FRONTEND_VERSION,
-        **context,
-    }
-    return templates.TemplateResponse(request, template, payload, status_code=status_code)
-
-
-def _parse_date(value: str | None):
-    if not value:
-        return None
-    try:
-        from datetime import date
-
-        return date.fromisoformat(value)
-    except ValueError:
-        return None
+    payload = {
+        "request": request,
+        "backend_version": BACKEND_VERSION,
+        "frontend_version": FRONTEND_VERSION,
+        **context,
+    }
+    return templates.TemplateResponse(request, template, payload, status_code=status_code)
+
+
+def _parse_date(value: str | None):
+    if not value:
+        return None
+    try:
+        from datetime import date
+
+        return date.fromisoformat(value)
+    except ValueError:
+        return None

app/api.py

@@ -28,6 +28,7 @@ def list_employees(
     started_from: date | None = None,
     started_to: date | None = None,
     has_email: bool | None = None,
+    has_academic_degree: bool | None = None,
     sort: str = "full_name",
     direction: str = "asc",
     limit: int = 50,
@@ -43,6 +44,7 @@ def list_employees(
         started_from=started_from,
         started_to=started_to,
         has_email=has_email,
+        has_academic_degree=has_academic_degree,
         sort=sort,
         direction=direction,
         limit=limit,

app/db.py

@@ -1,6 +1,6 @@
 from collections.abc import Generator
 
-from sqlalchemy import create_engine
+from sqlalchemy import create_engine, inspect, text
 from sqlalchemy.orm import DeclarativeBase, Session, sessionmaker
 
 from app.config import get_settings
@@ -25,6 +25,52 @@ def init_db() -> None:
     import app.models  # noqa: F401
 
     Base.metadata.create_all(bind=engine)
+    _ensure_runtime_schema()
+
+
+def _ensure_runtime_schema() -> None:
+    import app.models as models
+
+    inspector = inspect(engine)
+    table_names = set(inspector.get_table_names())
+    if "employees" in table_names and "employee_publications" not in table_names:
+        models.EmployeePublication.__table__.create(bind=engine, checkfirst=True)
+        inspector = inspect(engine)
+        table_names = set(inspector.get_table_names())
+    if "employees" in table_names and "employee_news_links" not in table_names:
+        models.EmployeeNewsLink.__table__.create(bind=engine, checkfirst=True)
+        inspector = inspect(engine)
+        table_names = set(inspector.get_table_names())
+    if "employees" in table_names and "employee_profile_urls" not in table_names:
+        models.EmployeeProfileUrl.__table__.create(bind=engine, checkfirst=True)
+        inspector = inspect(engine)
+    if "employees" in table_names:
+        employee_columns = {column["name"] for column in inspector.get_columns("employees")}
+        missing_columns = []
+        if "profile_unavailable_streak" not in employee_columns:
+            missing_columns.append("profile_unavailable_streak INTEGER NOT NULL DEFAULT 0")
+        if "last_profile_check_at" not in employee_columns:
+            missing_columns.append("last_profile_check_at TIMESTAMPTZ")
+        if "has_academic_degree" not in employee_columns:
+            missing_columns.append("has_academic_degree BOOLEAN NOT NULL DEFAULT FALSE")
+        if missing_columns:
+            with engine.begin() as connection:
+                for column in missing_columns:
+                    connection.execute(text(f"ALTER TABLE employees ADD COLUMN {column}"))
+                if engine.dialect.name == "postgresql":
+                    connection.execute(
+                        text(
+                            "UPDATE employees SET has_academic_degree = "
+                            "COALESCE(current_data::text ~* '(кандидат|доктор).{0,80}наук|ph\\.?[[:space:]]*d\\.?', FALSE)"
+                        )
+                    )
+                connection.execute(text("CREATE INDEX IF NOT EXISTS ix_employees_has_academic_degree ON employees (has_academic_degree)"))
+    if "crawl_runs" not in table_names:
+        return
+    crawl_run_columns = {column["name"] for column in inspector.get_columns("crawl_runs")}
+    if "skipped_count" not in crawl_run_columns:
+        with engine.begin() as connection:
+            connection.execute(text("ALTER TABLE crawl_runs ADD COLUMN skipped_count INTEGER NOT NULL DEFAULT 0"))
 
 
 def get_db() -> Generator[Session, None, None]:

app/main.py

@@ -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")

app/mcp.py

@@ -1,180 +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
-from app.services.admin_data import run_detail_payload
-from app.version import BACKEND_VERSION
-
-router = APIRouter(prefix="/mcp")
-
-
-TOOLS = [
-    {
-        "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 publications parsed from an employee profile.",
-        "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": "2024-11-05",
-                "serverInfo": {"name": "miem-employees", "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 == "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 or not employee.current_data:
-        return {"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 _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,
-        "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)}]}

app/models.py

@@ -1,6 +1,6 @@
 from datetime import datetime, timezone
 
-from sqlalchemy import DateTime, ForeignKey, Index, Integer, LargeBinary, String, Text, UniqueConstraint
+from sqlalchemy import Boolean, DateTime, ForeignKey, Index, Integer, LargeBinary, String, Text, UniqueConstraint
 from sqlalchemy.dialects.postgresql import JSONB
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 from sqlalchemy.types import JSON
@@ -21,6 +21,7 @@ class Employee(Base):
         UniqueConstraint("profile_key", name="uq_employees_profile_key"),
         Index("ix_employees_full_name", "full_name"),
         Index("ix_employees_status", "status"),
+        Index("ix_employees_has_academic_degree", "has_academic_degree"),
     )
 
     id: Mapped[int] = mapped_column(Integer, primary_key=True)
@@ -33,17 +34,39 @@ class Employee(Base):
     first_seen_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
     last_seen_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
     dismissed_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    profile_unavailable_streak: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    last_profile_check_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
     parser_version: Mapped[str | None] = mapped_column(String(32))
     current_data: Mapped[dict | None] = mapped_column(json_type)
+    has_academic_degree: Mapped[bool] = mapped_column(Boolean, default=False, nullable=False)
     current_checksum: Mapped[str | None] = mapped_column(String(64))
     created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
     updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, onupdate=utcnow, nullable=False)
 
     snapshots: Mapped[list["EmployeeSnapshot"]] = relationship(back_populates="employee")
+    profile_urls: Mapped[list["EmployeeProfileUrl"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
     tabs: Mapped[list["ProfileTab"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+    publications: Mapped[list["EmployeePublication"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+    news_links: Mapped[list["EmployeeNewsLink"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
     crawl_run_changes: Mapped[list["CrawlRunEmployeeChange"]] = relationship(back_populates="employee")
 
 
+class EmployeeProfileUrl(Base):
+    __tablename__ = "employee_profile_urls"
+    __table_args__ = (
+        UniqueConstraint("employee_id", "url", name="uq_employee_profile_urls_employee_url"),
+        Index("ix_employee_profile_urls_employee_id", "employee_id"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id", ondelete="CASCADE"), nullable=False)
+    url: Mapped[str] = mapped_column(Text, nullable=False)
+    first_seen_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    last_seen_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="profile_urls")
+
+
 class EmployeeSnapshot(Base):
     __tablename__ = "employee_snapshots"
     __table_args__ = (Index("ix_employee_snapshots_employee_id", "employee_id"),)
@@ -60,6 +83,68 @@ class EmployeeSnapshot(Base):
     employee: Mapped[Employee] = relationship(back_populates="snapshots")
 
 
+class EmployeePublication(Base):
+    __tablename__ = "employee_publications"
+    __table_args__ = (
+        UniqueConstraint("employee_id", "publication_id", name="uq_employee_publications_employee_publication"),
+        UniqueConstraint("employee_id", "source_hash", name="uq_employee_publications_employee_source_hash"),
+        Index("ix_employee_publications_employee_id", "employee_id"),
+        Index("ix_employee_publications_publication_id", "publication_id"),
+        Index("ix_employee_publications_doi_url", "doi_url"),
+        Index("ix_employee_publications_year", "year"),
+        Index("ix_employee_publications_publication_type", "publication_type"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id", ondelete="CASCADE"), nullable=False)
+    publication_id: Mapped[str | None] = mapped_column(String(64))
+    title: Mapped[str] = mapped_column(Text, nullable=False)
+    year: Mapped[int | None] = mapped_column(Integer)
+    publication_type: Mapped[str | None] = mapped_column(String(64))
+    language: Mapped[str | None] = mapped_column(String(16))
+    status: Mapped[int | None] = mapped_column(Integer)
+    url: Mapped[str | None] = mapped_column(Text)
+    doi_url: Mapped[str | None] = mapped_column(Text)
+    other_url: Mapped[str | None] = mapped_column(Text)
+    document_url: Mapped[str | None] = mapped_column(Text)
+    citation_text: Mapped[str | None] = mapped_column(Text)
+    annotation: Mapped[dict | None] = mapped_column(json_type)
+    description: Mapped[dict | None] = mapped_column(json_type)
+    authors: Mapped[list | None] = mapped_column(json_type)
+    raw_data: Mapped[dict | None] = mapped_column(json_type)
+    source_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, onupdate=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="publications")
+
+
+class EmployeeNewsLink(Base):
+    __tablename__ = "employee_news_links"
+    __table_args__ = (
+        UniqueConstraint("employee_id", "url", name="uq_employee_news_links_employee_url"),
+        UniqueConstraint("employee_id", "source_hash", name="uq_employee_news_links_employee_source_hash"),
+        Index("ix_employee_news_links_employee_id", "employee_id"),
+        Index("ix_employee_news_links_url", "url"),
+        Index("ix_employee_news_links_published_at", "published_at"),
+        Index("ix_employee_news_links_published_year", "published_year"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id", ondelete="CASCADE"), nullable=False)
+    title: Mapped[str] = mapped_column(Text, nullable=False)
+    url: Mapped[str | None] = mapped_column(Text)
+    summary: Mapped[str | None] = mapped_column(Text)
+    published_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
+    published_year: Mapped[int | None] = mapped_column(Integer)
+    source_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    raw_data: Mapped[dict | None] = mapped_column(json_type)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    updated_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, onupdate=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="news_links")
+
+
 class CrawlRun(Base):
     __tablename__ = "crawl_runs"
 
@@ -70,6 +155,7 @@ class CrawlRun(Base):
     finished_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True))
     found_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     parsed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    skipped_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     new_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     error_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
     dismissed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
@@ -134,3 +220,24 @@ class ParserSource(Base):
     source_url: Mapped[str] = mapped_column(Text, nullable=False)
     enabled: Mapped[bool] = mapped_column(default=True, nullable=False)
     created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+
+class ParseResourceCache(Base):
+    __tablename__ = "parse_resource_cache"
+    __table_args__ = (
+        UniqueConstraint("profile_key", "resource_key", "request_fingerprint", name="uq_parse_resource_cache_resource"),
+        Index("ix_parse_resource_cache_profile_key", "profile_key"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    resource_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    method: Mapped[str] = mapped_column(String(16), nullable=False)
+    url: Mapped[str] = mapped_column(Text, nullable=False)
+    request_fingerprint: Mapped[str] = mapped_column(String(64), nullable=False)
+    etag: Mapped[str | None] = mapped_column(Text)
+    last_modified: Mapped[str | None] = mapped_column(Text)
+    body_hash: Mapped[str] = mapped_column(String(64), nullable=False)
+    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)

app/parser/profile.py

@@ -1,4 +1,7 @@
+import hashlib
+import json
 import re
+from datetime import datetime, timezone
 from urllib.parse import urljoin
 
 from bs4 import BeautifulSoup, NavigableString, Tag
@@ -99,6 +102,8 @@ def extract_person_header(soup: BeautifulSoup, source_url: str) -> dict:
 def extract_sections(soup: BeautifulSoup, source_url: str) -> list[dict]:
     sections = []
     for h2 in soup.select("h2"):
+        if h2.find_parent(class_="post") or h2.find_parent(attrs={"data-tab": "press_links_news"}):
+            continue
         title = normalize_ws(h2.get_text(" ", strip=True))
         if not title or "расписание занятий" in title.lower():
             continue
@@ -140,6 +145,21 @@ def extract_sections(soup: BeautifulSoup, source_url: str) -> list[dict]:
             if section_type in {"generic", "paragraphs"}:
                 section["type"] = "year_blocks"
         sections.append(section)
+    news_links = _parse_news_links(soup, source_url)
+    if news_links:
+        sections.append(
+            {
+                "title": "В новостях",
+                "slug": "v_novostyah",
+                "type": "news",
+                "raw_text": "",
+                "paragraphs": [],
+                "items": [item["title"] for item in news_links if item.get("title")],
+                "links": [{"text": item["title"], "url": item["url"]} for item in news_links if item.get("title") and item.get("url")],
+                "news_count": len(news_links),
+                "news_links": news_links,
+            }
+        )
     return sections
 
 
@@ -149,22 +169,42 @@ def parse_person_profile(
     headers: dict[str, str],
     timeout: int,
     use_playwright: bool = False,
+    resource_cache=None,
 ) -> dict | None:
     normalized_url = normalize_profile_url(source_url)
     if not normalized_url:
         return None
-    response = session.get(normalized_url, headers=headers, timeout=timeout)
-    response.raise_for_status()
-    html = response.text
+    profile_type, profile_id = parse_profile_identity(normalized_url)
+    cache_profile_key = f"{profile_type}:{profile_id}"
+    resource_manifest = []
+    html = _fetch_text(
+        session,
+        normalized_url,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=cache_profile_key,
+        resource_key="main-html",
+        resource_manifest=resource_manifest,
+    )
     if use_playwright:
         html = _render_with_playwright(normalized_url, html)
 
     soup = BeautifulSoup(html, "html.parser")
-    profile_type, profile_id = parse_profile_identity(normalized_url)
     header = extract_person_header(soup, normalized_url)
     tabs = extract_person_tabs(soup, normalized_url)
     sections = extract_sections(soup, normalized_url)
-    sections = enrich_sections_from_hse_widgets(session, soup, normalized_url, headers, timeout, sections)
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        normalized_url,
+        headers,
+        timeout,
+        sections,
+        resource_cache=resource_cache,
+        profile_key=cache_profile_key,
+        resource_manifest=resource_manifest,
+    )
     internal_links = [tab["href"] for tab in tabs if tab.get("href")]
 
     return {
@@ -181,6 +221,7 @@ def parse_person_profile(
         "employee_internal_links": internal_links,
         "parser_version": BACKEND_VERSION,
         "_html": html,
+        "_resource_manifest": resource_manifest,
     }
 
 
@@ -191,13 +232,33 @@ def enrich_sections_from_hse_widgets(
     headers: dict[str, str],
     timeout: int,
     sections: list[dict],
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
 ) -> list[dict]:
     enriched = list(sections)
-    publications = _load_widget_publications(session, soup, headers, timeout)
+    publications = _load_widget_publications(
+        session,
+        soup,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=profile_key,
+        resource_manifest=resource_manifest,
+    )
     if publications:
         enriched = _upsert_publications_section(enriched, publications)
 
-    theses = _load_widget_graduation_theses(session, soup, source_url, headers, timeout)
+    theses = _load_widget_graduation_theses(
+        session,
+        soup,
+        source_url,
+        headers,
+        timeout,
+        resource_cache=resource_cache,
+        profile_key=profile_key,
+        resource_manifest=resource_manifest,
+    )
     if theses:
         enriched = _upsert_graduation_theses_section(enriched, theses)
     return enriched
@@ -226,7 +287,16 @@ def _render_with_playwright(source_url: str, fallback_html: str) -> str:
         return fallback_html
 
 
-def _load_widget_publications(session: Session, soup: BeautifulSoup, headers: dict[str, str], timeout: int) -> list[dict]:
+def _load_widget_publications(
+    session: Session,
+    soup: BeautifulSoup,
+    headers: dict[str, str],
+    timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
+) -> list[dict]:
     script = soup.select_one('script[data-widget-name="AuthorSearch"][data-author]')
     if not script:
         return []
@@ -251,14 +321,29 @@ def _load_widget_publications(session: Session, soup: BeautifulSoup, headers: di
             },
         }
         try:
-            response = session.post(
-                "https://publications.hse.ru/api/searchPubs",
-                json=payload,
-                headers=headers,
-                timeout=timeout,
-            )
-            response.raise_for_status()
-            data = response.json()
+            if resource_cache and profile_key:
+                text = _fetch_text(
+                    session,
+                    "https://publications.hse.ru/api/searchPubs",
+                    headers,
+                    timeout,
+                    resource_cache=resource_cache,
+                    profile_key=profile_key,
+                    resource_key=f"publications-page-{page_id}",
+                    resource_manifest=resource_manifest,
+                    method="POST",
+                    json_payload=payload,
+                )
+                data = json.loads(text)
+            else:
+                response = session.post(
+                    "https://publications.hse.ru/api/searchPubs",
+                    json=payload,
+                    headers=headers,
+                    timeout=timeout,
+                )
+                response.raise_for_status()
+                data = response.json()
         except Exception:
             return publications
 
@@ -266,7 +351,7 @@ def _load_widget_publications(session: Session, soup: BeautifulSoup, headers: di
         items = _extract_publication_items(result)
         if not items:
             break
-        publications.extend(_normalize_publication_item(item) for item in items)
+        publications.extend(_normalize_publication_item(item, author_id) for item in items)
 
         total = int(result.get("total") or 0)
         if not result.get("more") and len(publications) >= total:
@@ -309,6 +394,10 @@ def _load_widget_graduation_theses(
     source_url: str,
     headers: dict[str, str],
     timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_manifest: list[dict] | None = None,
 ) -> list[dict]:
     script = soup.select_one('script[src*="/n/stat/vkr/app.js"][data-person-id]')
     if not script:
@@ -320,14 +409,30 @@ def _load_widget_graduation_theses(
 
     request_headers = {**headers, "x-portal-language": "ru"}
     try:
-        response = session.get(
-            urljoin(source_url, api_url),
-            params={"supervisorId": person_id},
-            headers=request_headers,
-            timeout=timeout,
-        )
-        response.raise_for_status()
-        data = response.json()
+        url = urljoin(source_url, api_url)
+        params = {"supervisorId": person_id}
+        if resource_cache and profile_key:
+            text = _fetch_text(
+                session,
+                url,
+                request_headers,
+                timeout,
+                resource_cache=resource_cache,
+                profile_key=profile_key,
+                resource_key="graduation-theses",
+                resource_manifest=resource_manifest,
+                params=params,
+            )
+            data = json.loads(text)
+        else:
+            response = session.get(
+                url,
+                params=params,
+                headers=request_headers,
+                timeout=timeout,
+            )
+            response.raise_for_status()
+            data = response.json()
     except Exception:
         return []
 
@@ -387,7 +492,7 @@ def _infer_section_type(title: str, nodes: list) -> str:
     lowered = title.lower()
     if _has_table(nodes):
         return "table"
-    if "публикац" in lowered:
+    if _is_publications_title(lowered):
         return "publications"
     if "учебные курсы" in lowered:
         return "courses_by_year"
@@ -398,6 +503,10 @@ def _infer_section_type(title: str, nodes: list) -> str:
     return "generic"
 
 
+def _is_publications_title(lowered_title: str) -> bool:
+    return lowered_title.startswith("публикац")
+
+
 def _has_table(nodes: list) -> bool:
     return any(isinstance(node, Tag) and (node.name == "table" or node.find("table")) for node in nodes)
 
@@ -484,20 +593,126 @@ def _parse_vkr_items(nodes: list) -> list[str]:
     return [item for item in dict.fromkeys(items) if item]
 
 
-def _normalize_publication_item(item: dict) -> dict:
+def _parse_news_links(soup: BeautifulSoup, source_url: str) -> list[dict]:
+    news = []
+    for post in soup.select('[data-tab="press_links_news"] .post'):
+        if not isinstance(post, Tag):
+            continue
+        anchor = post.select_one(".post__content h2 a[href], h2 a[href], a[href]")
+        title = normalize_ws(anchor.get_text(" ", strip=True)) if anchor else ""
+        href = normalize_ws(anchor.get("href")) if anchor else ""
+        summary_node = post.select_one(".post__text")
+        summary = normalize_ws(summary_node.get_text(" ", strip=True)) if summary_node else ""
+        published_at = _parse_post_date(post)
+        if not title and not href:
+            continue
+        item = {
+            "title": title or href,
+            "url": urljoin(source_url, href) if href else None,
+            "summary": summary or None,
+            "published_at": published_at.isoformat() if published_at else None,
+            "published_year": published_at.year if published_at else _int_or_none(normalize_ws(_select_text(post, ".post-meta__year"))),
+            "raw_data": {
+                "title": title or href,
+                "url": href or None,
+                "summary": summary or None,
+                "date_text": normalize_ws(_select_text(post, ".post-meta__date")),
+            },
+        }
+        news.append(item)
+    return _dedupe_news_links(news)
+
+
+def _select_text(node: Tag, selector: str) -> str:
+    selected = node.select_one(selector)
+    return selected.get_text(" ", strip=True) if selected else ""
+
+
+def _parse_post_date(post: Tag) -> datetime | None:
+    day = _int_or_none(normalize_ws(_select_text(post, ".post-meta__day")))
+    month = _month_number(normalize_ws(_select_text(post, ".post-meta__month")))
+    year = _int_or_none(normalize_ws(_select_text(post, ".post-meta__year")))
+    if not day or not month or not year:
+        return None
+    try:
+        return datetime(year, month, day, tzinfo=timezone.utc)
+    except ValueError:
+        return None
+
+
+def _month_number(value: str) -> int | None:
+    lowered = value.lower().strip(".")
+    months = {
+        "янв": 1,
+        "январь": 1,
+        "января": 1,
+        "фев": 2,
+        "февр": 2,
+        "февраль": 2,
+        "февраля": 2,
+        "март": 3,
+        "мар": 3,
+        "марта": 3,
+        "апр": 4,
+        "апрель": 4,
+        "апреля": 4,
+        "май": 5,
+        "мая": 5,
+        "июнь": 6,
+        "июня": 6,
+        "июль": 7,
+        "июля": 7,
+        "авг": 8,
+        "август": 8,
+        "августа": 8,
+        "сент": 9,
+        "сен": 9,
+        "сентябрь": 9,
+        "сентября": 9,
+        "окт": 10,
+        "октябрь": 10,
+        "октября": 10,
+        "нояб": 11,
+        "ноябрь": 11,
+        "ноября": 11,
+        "дек": 12,
+        "декабрь": 12,
+        "декабря": 12,
+    }
+    return months.get(lowered)
+
+
+def _normalize_publication_item(item: dict, current_author_id: str | None = None) -> dict:
     publication_id = str(item.get("id") or "").strip()
     title = _html_to_text(item.get("title"))
-    year = item.get("year")
+    year = _int_or_none(item.get("year"))
     publication_type = str(item.get("type") or "").strip() or None
     description = item.get("description") if isinstance(item.get("description"), dict) else {}
     short_description = _localized_value(description.get("short")) or _localized_value(description.get("shortLeft"))
+    documents = item.get("documents") if isinstance(item.get("documents"), dict) else {}
+    language = item.get("language") if isinstance(item.get("language"), dict) else {}
+    annotation = _localized_text_map(item.get("annotation"))
+    authors = _normalize_publication_authors(item.get("authorsByType"), current_author_id)
+    citation_text = normalize_ws(str(description.get("main") or "")) or _build_publication_citation(title, authors, year)
     text = normalize_ws(" ".join(part for part in [title, str(year or ""), short_description] if part))
     return {
         "id": publication_id or None,
+        "publication_id": publication_id or None,
         "title": title or publication_id,
         "year": year,
         "type": publication_type,
+        "publication_type": publication_type,
+        "language": normalize_ws(language.get("name")) or None,
+        "status": _int_or_none(item.get("status")),
         "url": f"https://publications.hse.ru/view/{publication_id}" if publication_id else None,
+        "doi_url": _document_href(documents, "DOI"),
+        "other_url": _document_href(documents, "OTHER_URL"),
+        "document_url": _document_href(documents, "DOCUMENT"),
+        "citation_text": citation_text or None,
+        "annotation": annotation,
+        "description": description or None,
+        "authors": authors,
+        "raw_data": item,
         "text": text or title or publication_id,
     }
 
@@ -590,16 +805,84 @@ def _dedupe_publications(items: list[dict]) -> list[dict]:
     return unique
 
 
+def _dedupe_news_links(items: list[dict]) -> list[dict]:
+    seen = set()
+    unique = []
+    for item in items:
+        key = item.get("url") or item.get("title")
+        if key and key not in seen:
+            seen.add(key)
+            unique.append(item)
+    return unique
+
+
 def _html_to_text(value: object) -> str:
     return normalize_ws(BeautifulSoup(str(value or ""), "html.parser").get_text(" ", strip=True))
 
 
+def _localized_text_map(value: object) -> dict[str, str]:
+    if not isinstance(value, dict):
+        return {}
+    localized = {}
+    for key in ("ru", "en", "publ"):
+        text = _html_to_text(value.get(key))
+        if text:
+            localized[key] = text
+    return localized
+
+
 def _localized_value(value: object) -> str:
     if isinstance(value, dict):
         return normalize_ws(value.get("ru") or value.get("publ") or value.get("en"))
     return normalize_ws(str(value or ""))
 
 
+def _normalize_publication_authors(value: object, current_author_id: str | None) -> list[dict]:
+    if not isinstance(value, dict):
+        return []
+    authors = []
+    for author in value.get("author") or []:
+        if not isinstance(author, dict):
+            continue
+        title = author.get("title") if isinstance(author.get("title"), dict) else {}
+        reverse_title = author.get("reverseTitle") if isinstance(author.get("reverseTitle"), dict) else {}
+        author_id = normalize_ws(author.get("id"))
+        href = normalize_ws(author.get("href"))
+        authors.append(
+            {
+                "id": author_id or None,
+                "href": urljoin("https://www.hse.ru", href) if href else None,
+                "title_ru": _html_to_text(title.get("ru")),
+                "title_en": _html_to_text(title.get("en")),
+                "reverse_title_ru": _html_to_text(reverse_title.get("ru")),
+                "reverse_title_en": _html_to_text(reverse_title.get("en")),
+                "alt_name": normalize_ws(author.get("altName")) or None,
+                "other_name": normalize_ws(author.get("otherName")) or None,
+                "is_current_employee": bool(current_author_id and author_id == current_author_id),
+            }
+        )
+    return authors
+
+
+def _document_href(documents: dict, key: str) -> str | None:
+    document = documents.get(key)
+    if not isinstance(document, dict):
+        return None
+    return normalize_ws(document.get("href")) or None
+
+
+def _build_publication_citation(title: str, authors: list[dict], year: int | None) -> str:
+    author_names = [author.get("title_ru") or author.get("title_en") or author.get("alt_name") for author in authors]
+    return normalize_ws(". ".join(part for part in [", ".join(filter(None, author_names)), title, str(year or "")] if part))
+
+
+def _int_or_none(value: object) -> int | None:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return None
+
+
 def _slugify(value: str) -> str:
     cleaned = re.sub(r"[^\w\s-]", "", value.lower(), flags=re.UNICODE)
     return re.sub(r"[-\s]+", "_", cleaned).strip("_") or "section"
@@ -625,3 +908,62 @@ def _dedupe_dicts(items: list[dict]) -> list[dict]:
             seen.add(key)
             unique.append(item)
     return unique
+
+
+def _fetch_text(
+    session: Session,
+    url: str,
+    headers: dict[str, str],
+    timeout: int,
+    *,
+    resource_cache=None,
+    profile_key: str | None = None,
+    resource_key: str,
+    resource_manifest: list[dict] | None,
+    method: str = "GET",
+    json_payload: object | None = None,
+    params: dict | None = None,
+) -> str:
+    if resource_cache and profile_key:
+        cached = resource_cache.fetch_text(
+            session,
+            profile_key=profile_key,
+            resource_key=resource_key,
+            method=method,
+            url=url,
+            headers=headers,
+            timeout=timeout,
+            json_payload=json_payload,
+            params=params,
+        )
+        if resource_manifest is not None:
+            resource_manifest.append(
+                {
+                    "resource_key": resource_key,
+                    "method": method,
+                    "url": url,
+                    "body_hash": cached.body_hash,
+                    "from_cache": cached.from_cache,
+                    "status_code": cached.status_code,
+                }
+            )
+        return cached.text
+
+    if method.upper() == "POST":
+        response = session.post(url, json=json_payload, headers=headers, timeout=timeout, params=params)
+    else:
+        response = session.get(url, headers=headers, timeout=timeout, params=params)
+    response.raise_for_status()
+    text = response.text
+    if resource_manifest is not None:
+        resource_manifest.append(
+            {
+                "resource_key": resource_key,
+                "method": method,
+                "url": url,
+                "body_hash": hashlib.sha256(text.encode("utf-8")).hexdigest(),
+                "from_cache": False,
+                "status_code": response.status_code,
+            }
+        )
+    return text

app/services/academic_degrees.py

@@ -0,0 +1,33 @@
+import re
+from typing import Any
+
+
+_PATTERN = re.compile(r"\b(?:кандидат|доктор)(?:\s+[\w-]+){0,12}\s+наук\b|\bph\.?\s*d\.?(?!\w)", re.IGNORECASE)
+
+
+def academic_degrees(data: dict[str, Any] | None) -> list[str]:
+    degrees = []
+    seen = set()
+    for section in (data or {}).get("sections") or []:
+        if not isinstance(section, dict) or not re.search(
+            r"образован|степен|academic degree|education", str(section.get("title") or ""), re.IGNORECASE
+        ):
+            continue
+        values = [
+            *(entry.get("text") for entry in section.get("year_entries") or [] if isinstance(entry, dict)),
+            *(section.get("paragraphs") or []),
+            *(section.get("items") or []),
+            section.get("raw_text"),
+        ]
+        table = section.get("table") or {}
+        for row in table.get("rows") or []:
+            if isinstance(row, dict):
+                values.extend(row.get("cells") or [])
+        for value in values:
+            text = str(value or "").strip()
+            for match in _PATTERN.finditer(text):
+                degree = match.group(0).strip()
+                if degree.casefold() not in seen:
+                    seen.add(degree.casefold())
+                    degrees.append(degree)
+    return degrees

app/services/admin_data.py

@@ -8,7 +8,8 @@ from zoneinfo import ZoneInfo
 from sqlalchemy import Select, Text, and_, desc, func, or_, select
 from sqlalchemy.orm import Session
 
-from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee
+from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee, EmployeeNewsLink
+from app.services.academic_degrees import academic_degrees
 
 EMPLOYEE_SORTS = {
     "full_name": Employee.full_name,
@@ -19,14 +20,15 @@ EMPLOYEE_SORTS = {
     "hse_start_year": Employee.current_data["hse_start_year"].as_integer(),
 }
 
-
 def employee_display_payload(employee: Employee) -> dict[str, Any]:
     data = _as_dict(employee.current_data)
     contacts = _as_dict(data.get("contacts"))
     sections = _as_list(data.get("sections"))
+    stored_news_links = _stored_news_links(employee)
     positions = _clean_list(data.get("positions"))
     emails = _clean_list(contacts.get("emails"))
     phones = _clean_list(contacts.get("phones"))
+    degree_values = academic_degrees(data)
     return {
         "id": employee.id,
         "full_name": employee.full_name,
@@ -41,8 +43,10 @@ def employee_display_payload(employee: Employee) -> dict[str, Any]:
         "phones": phones,
         "phone_text": ", ".join(phones),
         "address": contacts.get("address"),
+        "academic_degree_text": "; ".join(degree_values),
         "publications_count": _count_section_items(sections, "publications"),
         "courses_count": _count_section_items(sections, "courses_by_year"),
+        "news_count": len(stored_news_links) or _count_section_items(sections, "news"),
         "first_seen_at": employee.first_seen_at.isoformat() if employee.first_seen_at else None,
         "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,
@@ -67,6 +71,7 @@ def employee_detail_payload(employee: Employee) -> dict[str, Any]:
             "contact_items": _normalize_contact_items(contacts.get("items")),
         },
         "external_ids": _normalize_external_ids(data.get("external_ids")),
+        "news_links": _detail_news_links(employee, data),
         "sections": [_normalize_section(section) for section in _as_list(data.get("sections"))],
     }
 
@@ -78,6 +83,7 @@ def build_employee_query(
     started_from: date | None = None,
     started_to: date | None = None,
     has_email: bool | None = None,
+    has_academic_degree: bool | None = None,
 ) -> Select[tuple[Employee]]:
     stmt = select(Employee)
     filters = []
@@ -94,6 +100,8 @@ def build_employee_query(
         filters.append(Employee.current_data.cast(Text).ilike("%@%"))
     elif has_email is False:
         filters.append(or_(Employee.current_data.is_(None), ~Employee.current_data.cast(Text).ilike("%@%")))
+    if has_academic_degree is not None:
+        filters.append(Employee.has_academic_degree.is_(has_academic_degree))
     if filters:
         stmt = stmt.where(and_(*filters))
     return stmt
@@ -107,6 +115,7 @@ def list_employees_page(
     started_from: date | None = None,
     started_to: date | None = None,
     has_email: bool | None = None,
+    has_academic_degree: bool | None = None,
     sort: str = "full_name",
     direction: str = "asc",
     limit: int = 50,
@@ -120,6 +129,7 @@ def list_employees_page(
         started_from=started_from,
         started_to=started_to,
         has_email=has_email,
+        has_academic_degree=has_academic_degree,
     )
     total = db.scalar(select(func.count()).select_from(base_stmt.subquery())) or 0
     sort_column = EMPLOYEE_SORTS.get(sort, Employee.full_name)
@@ -142,6 +152,10 @@ def stats_payload(db: Session) -> dict[str, Any]:
     return {
         "total": db.scalar(select(func.count()).select_from(Employee)) or 0,
         "active": db.scalar(select(func.count()).select_from(Employee).where(Employee.status == "active")) or 0,
+        "verification_required": db.scalar(
+            select(func.count()).select_from(Employee).where(Employee.status == "verification_required")
+        )
+        or 0,
         "dismissed": db.scalar(select(func.count()).select_from(Employee).where(Employee.status == "dismissed")) or 0,
         "new_in_last_run": latest_run.new_count if latest_run else 0,
         "latest_added": employee_display_payload(latest_added) if latest_added else None,
@@ -153,7 +167,7 @@ def stats_payload(db: Session) -> dict[str, Any]:
 def run_payload(run: CrawlRun | None) -> dict[str, Any] | None:
     if not run:
         return None
-    processed = run.parsed_count + run.error_count
+    processed = run.parsed_count + run.skipped_count + run.error_count
     percent = round((processed / run.found_count) * 100, 1) if run.found_count else 0
     return {
         "id": run.id,
@@ -166,6 +180,7 @@ def run_payload(run: CrawlRun | None) -> dict[str, Any] | None:
         "finished_display": format_admin_datetime(run.finished_at),
         "found_count": run.found_count,
         "parsed_count": run.parsed_count,
+        "skipped_count": run.skipped_count,
         "new_count": run.new_count,
         "error_count": run.error_count,
         "dismissed_count": run.dismissed_count,
@@ -184,7 +199,7 @@ def run_detail_payload(db: Session, run: CrawlRun | None) -> dict[str, Any] | No
         .order_by(CrawlRunEmployeeChange.created_at, CrawlRunEmployeeChange.id)
     ).all()
     errors = db.scalars(select(CrawlError).where(CrawlError.crawl_run_id == run.id).order_by(CrawlError.created_at)).all()
-    grouped_changes = {"new": [], "missing_from_source": [], "dismissed": []}
+    grouped_changes = {"new": [], "missing_from_source": [], "verification_required": [], "dismissed": []}
     for change in changes:
         grouped_changes.setdefault(change.change_type, []).append(_change_payload(change))
     return {
@@ -211,7 +226,7 @@ def format_admin_datetime(value: Any) -> str:
 
 
 def _employee_status_display(status: str | None) -> str:
-    labels = {"active": "Работает", "dismissed": "Уволен"}
+    labels = {"active": "Работает", "verification_required": "Требует проверки", "dismissed": "Уволен"}
     return labels.get(status or "", status or "Не указано")
 
 
@@ -275,6 +290,8 @@ def _count_section_items(sections: list[dict[str, Any]], section_type: str) -> i
             total += len(section.get("publications") or section.get("items") or [])
         elif section_type == "courses_by_year":
             total += len(section.get("courses") or [])
+        elif section_type == "news":
+            total += len(section.get("news_links") or section.get("items") or [])
     return total
 
 
@@ -347,6 +364,8 @@ def _normalize_section(section: Any) -> dict[str, Any]:
         "year_entries": _normalize_year_entries(section.get("year_entries")),
         "publications": _normalize_publications(section.get("publications")),
         "publications_count": section.get("publications_count"),
+        "news_links": _normalize_news_links(section.get("news_links")),
+        "news_count": section.get("news_count"),
         "theses": _normalize_theses(section.get("theses")),
         "theses_count": section.get("theses_count"),
         "academic_year": section.get("academic_year"),
@@ -369,6 +388,77 @@ def _normalize_links(items: Any) -> list[dict[str, str | None]]:
     return normalized
 
 
+def _stored_news_links(employee: Employee) -> list[dict[str, Any]]:
+    return [_stored_news_link_payload(item) for item in sorted(employee.news_links, key=_news_link_sort_key)]
+
+
+def _news_link_sort_key(item: EmployeeNewsLink) -> tuple:
+    timestamp = item.published_at.timestamp() if item.published_at else 0
+    return (-timestamp, item.title or "", item.id)
+
+
+def _stored_news_link_payload(item: EmployeeNewsLink) -> dict[str, Any]:
+    return {
+        "title": item.title,
+        "url": item.url,
+        "summary": item.summary,
+        "published_at": item.published_at.isoformat() if item.published_at else None,
+        "published_year": item.published_year,
+        "published_display": format_admin_date(item.published_at) if item.published_at else str(item.published_year or ""),
+    }
+
+
+def _detail_news_links(employee: Employee, data: dict[str, Any]) -> list[dict[str, Any]]:
+    stored = _stored_news_links(employee)
+    if stored:
+        return stored
+    for section in _as_list(data.get("sections")):
+        if isinstance(section, dict) and section.get("type") == "news":
+            return _normalize_news_links(section.get("news_links"))
+    return []
+
+
+def format_admin_date(value: Any) -> str:
+    if not value:
+        return ""
+    if isinstance(value, str):
+        try:
+            value = datetime.fromisoformat(value.replace("Z", "+00:00"))
+        except ValueError:
+            return value
+    if not isinstance(value, datetime):
+        return str(value)
+    if value.tzinfo:
+        value = value.astimezone(ZoneInfo("Europe/Moscow"))
+    return value.strftime("%d.%m.%Y")
+
+
+def _normalize_news_links(items: Any) -> list[dict[str, Any]]:
+    normalized = []
+    if not isinstance(items, list):
+        return normalized
+    for item in items:
+        if not isinstance(item, dict):
+            continue
+        title = str(item.get("title") or item.get("url") or "").strip()
+        url = str(item.get("url") or "").strip()
+        summary = str(item.get("summary") or "").strip()
+        published_at = str(item.get("published_at") or "").strip()
+        published_year = item.get("published_year")
+        if title or url:
+            normalized.append(
+                {
+                    "title": title or url,
+                    "url": url or None,
+                    "summary": summary or None,
+                    "published_at": published_at or None,
+                    "published_year": published_year,
+                    "published_display": format_admin_date(published_at) if published_at else str(published_year or ""),
+                }
+            )
+    return normalized
+
+
 def _normalize_year_entries(items: Any) -> list[dict[str, Any]]:
     normalized = []
     if not isinstance(items, list):

app/services/crawler.py

@@ -1,78 +1,161 @@
-import gzip
-import hashlib
-import json
-import time
-from datetime import datetime, timezone
-
-import requests
-from sqlalchemy import select
-from sqlalchemy.orm import Session
-
-from app.config import Settings
-from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee, EmployeeSnapshot, ParserSource, ProfileTab
-from app.parser.collector import collect_profile_links
-from app.parser.profile import parse_person_profile
+import gzip
+import hashlib
+import json
+import re
+import time
+from datetime import datetime, timezone
+
+import requests
+from sqlalchemy import inspect, select
+from sqlalchemy.orm import Session
+
+from app.config import Settings
+from app.models import (
+    CrawlError,
+    CrawlRun,
+    CrawlRunEmployeeChange,
+    Employee,
+    EmployeeNewsLink,
+    EmployeePublication,
+    EmployeeProfileUrl,
+    EmployeeSnapshot,
+    ParserSource,
+    ProfileTab,
+)
+from app.parser.collector import collect_profile_links
+from app.parser.profile import parse_person_profile
 from app.parser.profile_url import profile_key
-
-HEADERS = {
-    "User-Agent": "Mozilla/5.0 (compatible; MIEMEmployeesBot/0.1.0; +https://miem.hse.ru/)"
-}
-
-
+from app.services.academic_degrees import academic_degrees
+from app.services.resource_cache import ResourceCache
+
+HEADERS = {
+    "User-Agent": "Mozilla/5.0 (compatible; MIEMEmployeesBot/0.1.0; +https://miem.hse.ru/)"
+}
+
+
 def run_crawl(db: Session, settings: Settings) -> CrawlRun:
+    source = _ensure_source(db, settings.source_url)
+    run = CrawlRun(source_url=source.source_url, status="running")
+    db.add(run)
+    db.commit()
+    db.refresh(run)
+
+    found_keys: set[str] = set()
+    parsed_count = 0
+    skipped_count = 0
+    try:
+        with requests.Session() as session:
+            resource_cache = ResourceCache(db)
+            urls = collect_profile_links(session, source.source_url, HEADERS, settings.request_timeout)
+            if settings.crawl_limit:
+                urls = urls[: settings.crawl_limit]
+            run.found_count = len(urls)
+            db.commit()
+
+            for url in urls:
+                key = profile_key(url)
+                if key:
+                    found_keys.add(key)
+                try:
+                    parsed = parse_person_profile(
+                        session,
+                        url,
+                        HEADERS,
+                        settings.request_timeout,
+                        settings.parser_use_playwright,
+                        resource_cache=resource_cache,
+                    )
+                    if not parsed:
+                        continue
+                    employee, changed = _upsert_employee(db, run, parsed)
+                    if employee.profile_key:
+                        found_keys.add(employee.profile_key)
+                    if changed:
+                        parsed_count += 1
+                    else:
+                        skipped_count += 1
+                    run.parsed_count = parsed_count
+                    run.skipped_count = skipped_count
+                    db.commit()
+                except Exception as exc:
+                    run.error_count += 1
+                    db.add(
+                        CrawlError(
+                            crawl_run_id=run.id,
+                            profile_url=url,
+                            error_type=type(exc).__name__,
+                            message=str(exc),
+                        )
+                    )
+                    db.commit()
+                finally:
+                    time.sleep(settings.request_delay_seconds)
+
+            run.dismissed_count = _mark_dismissed(
+                db,
+                run,
+                found_keys,
+                session,
+                settings.request_timeout,
+                confirmation_runs=settings.dismissal_confirmation_runs,
+                max_auto_dismissals=settings.max_auto_dismissals_per_run,
+            )
+        run.status = "completed"
+    except Exception as exc:
+        run.status = "failed"
+        run.message = str(exc)
+    finally:
+        run.finished_at = datetime.now(timezone.utc)
+        db.commit()
+        db.refresh(run)
+    return run
+
+
+def refresh_dismissed_status(db: Session, settings: Settings) -> CrawlRun:
     source = _ensure_source(db, settings.source_url)
     run = CrawlRun(source_url=source.source_url, status="running")
     db.add(run)
     db.commit()
     db.refresh(run)
 
-    found_keys: set[str] = set()
-    parsed_count = 0
     try:
+        employees = db.scalars(select(Employee).where(Employee.status == "dismissed")).all()
+        run.found_count = len(employees)
         with requests.Session() as session:
             urls = collect_profile_links(session, source.source_url, HEADERS, settings.request_timeout)
-            if settings.crawl_limit:
-                urls = urls[: settings.crawl_limit]
-            run.found_count = len(urls)
-            db.commit()
-
-            for url in urls:
-                key = profile_key(url)
-                if key:
-                    found_keys.add(key)
-                try:
-                    parsed = parse_person_profile(
-                        session,
-                        url,
-                        HEADERS,
-                        settings.request_timeout,
-                        settings.parser_use_playwright,
-                    )
-                    if not parsed:
-                        continue
-                    _upsert_employee(db, run, parsed)
-                    parsed_count += 1
-                    run.parsed_count = parsed_count
-                    db.commit()
-                except Exception as exc:
-                    run.error_count += 1
-                    db.add(
-                        CrawlError(
-                            crawl_run_id=run.id,
-                            profile_url=url,
-                            error_type=type(exc).__name__,
-                            message=str(exc),
-                        )
-                    )
-                    db.commit()
-                finally:
-                    time.sleep(settings.request_delay_seconds)
-
-        run.dismissed_count = _mark_dismissed(db, run, found_keys, session, settings.request_timeout)
+        source_keys = {key for url in urls if (key := profile_key(url))}
+        now = datetime.now(timezone.utc)
+        for employee in employees:
+            if employee.profile_key not in source_keys:
+                run.skipped_count += 1
+                continue
+            employee.status = "active"
+            employee.dismissed_at = None
+            employee.last_seen_at = now
+            employee.profile_unavailable_streak = 0
+            employee.last_profile_check_at = now
+            _record_employee_change(
+                db,
+                run,
+                employee,
+                "reactivated",
+                profile_available=True,
+                message="Сотрудник снова найден в исходном списке.",
+            )
+            run.parsed_count += 1
         run.status = "completed"
     except Exception as exc:
         run.status = "failed"
+        run.error_count = 1
         run.message = str(exc)
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=source.source_url,
+                error_type=type(exc).__name__,
+                message=str(exc),
+            )
+        )
     finally:
         run.finished_at = datetime.now(timezone.utc)
         db.commit()
@@ -80,144 +163,586 @@ def run_crawl(db: Session, settings: Settings) -> CrawlRun:
     return run
 
 
-def _ensure_source(db: Session, source_url: str) -> ParserSource:
-    source = db.scalar(select(ParserSource).where(ParserSource.source_url == source_url))
-    if source:
-        return source
-    source = ParserSource(source_url=source_url, enabled=True)
-    db.add(source)
-    db.commit()
-    db.refresh(source)
-    return source
-
-
-def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> Employee:
-    html = parsed.pop("_html", None)
-    checksum = _checksum(parsed)
-    key = f"{parsed.get('profile_type')}:{parsed.get('profile_id')}"
-    employee = db.scalar(select(Employee).where(Employee.profile_key == key))
-    now = datetime.now(timezone.utc)
-    if not employee:
-        employee = Employee(
-            profile_key=key,
-            profile_type=parsed.get("profile_type"),
-            profile_id=parsed.get("profile_id"),
-            canonical_url=parsed["source_url"],
-            first_seen_at=now,
-        )
-        db.add(employee)
-        run.new_count += 1
-        is_new = True
-    else:
-        is_new = False
-
-    employee.full_name = parsed.get("full_name")
-    employee.status = "active"
-    employee.last_seen_at = now
-    employee.dismissed_at = None
-    employee.parser_version = parsed.get("parser_version")
-    employee.current_data = parsed
-    employee.current_checksum = checksum
-    db.flush()
-
-    if is_new:
-        _record_employee_change(
-            db,
-            run,
-            employee,
-            "new",
-            profile_available=True,
-            message="Сотрудник впервые найден в источнике.",
-        )
-
-    db.query(ProfileTab).filter(ProfileTab.employee_id == employee.id).delete()
-    for tab in parsed.get("tabs") or []:
-        db.add(
-            ProfileTab(
-                employee_id=employee.id,
-                title=tab.get("title") or "",
-                href=tab.get("href") or "",
-                data_index=tab.get("data_index"),
-            )
-        )
-
-    db.add(
-        EmployeeSnapshot(
-            employee_id=employee.id,
-            crawl_run_id=run.id,
-            parsed_data=parsed,
-            html_snapshot=gzip.compress(html.encode("utf-8")) if html else None,
-            checksum=checksum,
-            parser_version=parsed.get("parser_version"),
-        )
-    )
-    return employee
-
-
-def _mark_dismissed(db: Session, run: CrawlRun, found_keys: set[str], session: requests.Session, timeout: int) -> int:
-    dismissed = 0
-    active = db.scalars(select(Employee).where(Employee.status == "active")).all()
-    now = datetime.now(timezone.utc)
-    for employee in active:
-        if employee.profile_key in found_keys:
-            continue
-        profile_available = _profile_is_available(session, employee.canonical_url, timeout)
-        if profile_available:
-            _record_employee_change(
-                db,
-                run,
-                employee,
-                "missing_from_source",
-                profile_available=True,
-                message="Профиль доступен, но ссылка отсутствует в исходном списке.",
-            )
-            continue
-        employee.status = "dismissed"
-        employee.dismissed_at = now
-        _record_employee_change(
-            db,
-            run,
-            employee,
-            "dismissed",
-            profile_available=False,
-            message="Сотрудник отсутствует в исходном списке, профиль не подтвердился как доступный.",
-        )
-        dismissed += 1
-    db.commit()
-    return dismissed
-
-
-def _profile_is_available(session: requests.Session, url: str, timeout: int) -> bool:
-    try:
-        response = session.get(url, headers=HEADERS, timeout=timeout, allow_redirects=True)
-        return response.status_code < 400
-    except requests.RequestException:
-        return False
-
-
-def _record_employee_change(
-    db: Session,
-    run: CrawlRun,
-    employee: Employee,
-    change_type: str,
-    *,
-    profile_available: bool | None,
-    message: str,
-) -> None:
-    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=change_type,
-            profile_available=profile_available,
-            message=message,
-        )
-    )
-
-
-def _checksum(data: dict) -> str:
-    payload = json.dumps(data, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
-    return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+def refresh_employee(db: Session, employee: Employee, settings: Settings) -> CrawlRun:
+    run = CrawlRun(source_url=employee.canonical_url, status="running", found_count=1)
+    db.add(run)
+    db.commit()
+    db.refresh(run)
+
+    try:
+        with requests.Session() as session:
+            resource_cache = ResourceCache(db)
+            parsed = parse_person_profile(
+                session,
+                employee.canonical_url,
+                HEADERS,
+                settings.request_timeout,
+                settings.parser_use_playwright,
+                resource_cache=resource_cache,
+            )
+        if not parsed:
+            raise ValueError("Профиль не удалось распарсить.")
+        if _parsed_profile_key(parsed) != employee.profile_key:
+            raise ValueError("Распарсенный профиль не совпадает с обновляемым сотрудником.")
+
+        _, changed = _upsert_employee(db, run, parsed)
+        if changed:
+            run.parsed_count = 1
+        else:
+            run.skipped_count = 1
+        run.status = "completed"
+    except Exception as exc:
+        run.status = "failed"
+        run.error_count = 1
+        run.message = str(exc)
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=str(exc),
+            )
+        )
+    finally:
+        run.finished_at = datetime.now(timezone.utc)
+        db.commit()
+        db.refresh(run)
+    return run
+
+
+def _ensure_source(db: Session, source_url: str) -> ParserSource:
+    source = db.scalar(select(ParserSource).where(ParserSource.source_url == source_url))
+    if source:
+        return source
+    source = ParserSource(source_url=source_url, enabled=True)
+    db.add(source)
+    db.commit()
+    db.refresh(source)
+    return source
+
+
+def _parsed_profile_key(parsed: dict) -> str:
+    return f"{parsed.get('profile_type')}:{parsed.get('profile_id')}"
+
+
+def _upsert_employee(db: Session, run: CrawlRun, parsed: dict) -> tuple[Employee, bool]:
+    html = parsed.pop("_html", None)
+    parsed.pop("_resource_manifest", None)
+    checksum = _checksum(parsed)
+    key = _parsed_profile_key(parsed)
+    employee = db.scalar(select(Employee).where(Employee.profile_key == key))
+    if not employee:
+        employee = _find_employee_with_moved_profile(db, parsed)
+    now = datetime.now(timezone.utc)
+    if not employee:
+        employee = Employee(
+            profile_key=key,
+            profile_type=parsed.get("profile_type"),
+            profile_id=parsed.get("profile_id"),
+            canonical_url=parsed["source_url"],
+            first_seen_at=now,
+        )
+        db.add(employee)
+        run.new_count += 1
+        is_new = True
+    else:
+        is_new = False
+
+    parser_version = parsed.get("parser_version")
+    changed = is_new or employee.current_checksum != checksum or employee.parser_version != parser_version
+    previous_url = employee.canonical_url if employee.canonical_url != parsed["source_url"] else None
+    employee.profile_key = key
+    employee.profile_type = parsed.get("profile_type")
+    employee.profile_id = parsed.get("profile_id")
+    employee.canonical_url = parsed["source_url"]
+    employee.full_name = parsed.get("full_name")
+    employee.status = "active"
+    employee.last_seen_at = now
+    employee.dismissed_at = None
+    employee.profile_unavailable_streak = 0
+    employee.last_profile_check_at = now
+    employee.parser_version = parser_version
+    employee.has_academic_degree = bool(academic_degrees(parsed))
+    if changed:
+        employee.current_data = parsed
+    employee.current_checksum = checksum
+    db.flush()
+    _sync_profile_url_history(db, employee, previous_url, employee.canonical_url, now)
+
+    if is_new:
+        _record_employee_change(
+            db,
+            run,
+            employee,
+            "new",
+            profile_available=True,
+            message="Сотрудник впервые найден в источнике.",
+        )
+
+    if changed:
+        db.query(ProfileTab).filter(ProfileTab.employee_id == employee.id).delete()
+        for tab in parsed.get("tabs") or []:
+            db.add(
+                ProfileTab(
+                    employee_id=employee.id,
+                    title=tab.get("title") or "",
+                    href=tab.get("href") or "",
+                    data_index=tab.get("data_index"),
+                )
+            )
+
+        db.add(
+            EmployeeSnapshot(
+                employee_id=employee.id,
+                crawl_run_id=run.id,
+                parsed_data=parsed,
+                html_snapshot=gzip.compress(html.encode("utf-8")) if html else None,
+                checksum=checksum,
+                parser_version=parser_version,
+            )
+        )
+    db.flush()
+    _try_sync_employee_publications(db, run, employee, parsed)
+    _try_sync_employee_news_links(db, run, employee, parsed)
+    return employee, changed
+
+
+def _find_employee_with_moved_profile(db: Session, parsed: dict) -> Employee | None:
+    full_name = parsed.get("full_name")
+    if not full_name:
+        return None
+    candidates = db.scalars(select(Employee).where(Employee.full_name == full_name)).all()
+    if len(candidates) == 1:
+        return candidates[0]
+
+    parsed_identity = _profile_identity_values(parsed)
+    if not parsed_identity:
+        return None
+    matches = [candidate for candidate in candidates if parsed_identity & _employee_identity_values(candidate)]
+    return matches[0] if len(matches) == 1 else None
+
+
+def _profile_identity_values(profile: dict) -> set[str]:
+    if not isinstance(profile, dict):
+        return set()
+    values = set()
+    contacts = profile.get("contacts") or {}
+    if not isinstance(contacts, dict):
+        contacts = {}
+    for email in contacts.get("emails") or []:
+        normalized = str(email).strip().lower()
+        if normalized:
+            values.add(f"email:{normalized}")
+    for item in profile.get("external_ids") or []:
+        if not isinstance(item, dict):
+            continue
+        system = str(item.get("system") or "").strip().lower()
+        value = str(item.get("value") or "").strip().lower()
+        if system and value:
+            values.add(f"external:{system}:{value}")
+    return values
+
+
+def _employee_identity_values(employee: Employee) -> set[str]:
+    return _profile_identity_values(employee.current_data or {})
+
+
+def _sync_profile_url_history(
+    db: Session,
+    employee: Employee,
+    previous_url: str | None,
+    current_url: str,
+    seen_at: datetime,
+) -> None:
+    urls = {url for url in (previous_url, current_url) if url}
+    for url in urls:
+        history = db.scalar(
+            select(EmployeeProfileUrl).where(
+                EmployeeProfileUrl.employee_id == employee.id,
+                EmployeeProfileUrl.url == url,
+            )
+        )
+        if history:
+            history.last_seen_at = seen_at
+        else:
+            db.add(
+                EmployeeProfileUrl(
+                    employee_id=employee.id,
+                    url=url,
+                    first_seen_at=seen_at,
+                    last_seen_at=seen_at,
+                )
+            )
+
+
+def _try_sync_employee_publications(db: Session, run: CrawlRun, employee: Employee, parsed: dict) -> None:
+    try:
+        if not _publication_payloads(parsed):
+            return
+        if not _employee_publications_table_exists(db):
+            return
+        with db.begin_nested():
+            _sync_employee_publications(db, employee, parsed)
+    except Exception as exc:
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=f"Не удалось сохранить публикации сотрудника: {exc}",
+            )
+        )
+
+
+def _employee_publications_table_exists(db: Session) -> bool:
+    return inspect(db.connection()).has_table(EmployeePublication.__tablename__)
+
+
+def _sync_employee_publications(db: Session, employee: Employee, parsed: dict) -> None:
+    publications = _publication_payloads(parsed)
+    seen_hashes = set()
+    for publication in publications:
+        source_hash = _publication_hash(publication)
+        seen_hashes.add(source_hash)
+        publication_id = _clean_optional(publication.get("publication_id") or publication.get("id"))
+        existing = None
+        if publication_id:
+            existing = db.scalar(
+                select(EmployeePublication).where(
+                    EmployeePublication.employee_id == employee.id,
+                    EmployeePublication.publication_id == publication_id,
+                )
+            )
+        if not existing:
+            existing = db.scalar(
+                select(EmployeePublication).where(
+                    EmployeePublication.employee_id == employee.id,
+                    EmployeePublication.source_hash == source_hash,
+                )
+            )
+        if not existing:
+            existing = EmployeePublication(employee_id=employee.id, source_hash=source_hash, title=_publication_title(publication))
+            db.add(existing)
+        _apply_publication(existing, publication, source_hash)
+
+    if seen_hashes:
+        stale = db.scalars(
+            select(EmployeePublication).where(
+                EmployeePublication.employee_id == employee.id,
+                EmployeePublication.source_hash.not_in(seen_hashes),
+            )
+        ).all()
+        for item in stale:
+            db.delete(item)
+
+
+def _publication_payloads(parsed: dict) -> list[dict]:
+    publications = []
+    for section in parsed.get("sections") or []:
+        if not isinstance(section, dict) or section.get("type") != "publications":
+            continue
+        for publication in section.get("publications") or []:
+            if isinstance(publication, dict):
+                publications.append(publication)
+    return publications
+
+
+def _apply_publication(target: EmployeePublication, publication: dict, source_hash: str) -> None:
+    target.publication_id = _clean_optional(publication.get("publication_id") or publication.get("id"))
+    target.title = _publication_title(publication)
+    target.year = _int_or_none(publication.get("year"))
+    target.publication_type = _clean_optional(publication.get("publication_type") or publication.get("type"))
+    target.language = _clean_optional(publication.get("language"))
+    target.status = _int_or_none(publication.get("status"))
+    target.url = _clean_optional(publication.get("url"))
+    target.doi_url = _clean_optional(publication.get("doi_url"))
+    target.other_url = _clean_optional(publication.get("other_url"))
+    target.document_url = _clean_optional(publication.get("document_url"))
+    target.citation_text = _clean_optional(publication.get("citation_text") or publication.get("text"))
+    target.annotation = publication.get("annotation") if isinstance(publication.get("annotation"), dict) else None
+    target.description = publication.get("description") if isinstance(publication.get("description"), dict) else None
+    target.authors = publication.get("authors") if isinstance(publication.get("authors"), list) else None
+    target.raw_data = publication.get("raw_data") if isinstance(publication.get("raw_data"), dict) else publication
+    target.source_hash = source_hash
+
+
+def _publication_hash(publication: dict) -> str:
+    return _payload_hash(publication.get("raw_data") if isinstance(publication.get("raw_data"), dict) else publication)
+
+
+def _payload_hash(value: object) -> str:
+    payload = json.dumps(_stable_checksum_payload(value), ensure_ascii=False, sort_keys=True, separators=(",", ":"), default=str)
+    return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+
+
+def _publication_title(publication: dict) -> str:
+    return _clean_optional(publication.get("title") or publication.get("text") or publication.get("id")) or "Untitled publication"
+
+
+def _clean_optional(value: object) -> str | None:
+    text = str(value or "").strip()
+    return text or None
+
+
+def _int_or_none(value: object) -> int | None:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return None
+
+
+def _try_sync_employee_news_links(db: Session, run: CrawlRun, employee: Employee, parsed: dict) -> None:
+    try:
+        if not _news_link_payloads(parsed):
+            return
+        if not _employee_news_links_table_exists(db):
+            return
+        with db.begin_nested():
+            _sync_employee_news_links(db, employee, parsed)
+    except Exception as exc:
+        db.add(
+            CrawlError(
+                crawl_run_id=run.id,
+                profile_url=employee.canonical_url,
+                error_type=type(exc).__name__,
+                message=f"Не удалось сохранить новости сотрудника: {exc}",
+            )
+        )
+
+
+def _employee_news_links_table_exists(db: Session) -> bool:
+    return inspect(db.connection()).has_table(EmployeeNewsLink.__tablename__)
+
+
+def _sync_employee_news_links(db: Session, employee: Employee, parsed: dict) -> None:
+    news_links = _news_link_payloads(parsed)
+    seen_hashes = set()
+    for news_link in news_links:
+        source_hash = _news_link_hash(news_link)
+        seen_hashes.add(source_hash)
+        url = _clean_optional(news_link.get("url"))
+        existing = None
+        if url:
+            existing = db.scalar(
+                select(EmployeeNewsLink).where(
+                    EmployeeNewsLink.employee_id == employee.id,
+                    EmployeeNewsLink.url == url,
+                )
+            )
+        if not existing:
+            existing = db.scalar(
+                select(EmployeeNewsLink).where(
+                    EmployeeNewsLink.employee_id == employee.id,
+                    EmployeeNewsLink.source_hash == source_hash,
+                )
+            )
+        if not existing:
+            existing = EmployeeNewsLink(employee_id=employee.id, source_hash=source_hash, title=_news_link_title(news_link))
+            db.add(existing)
+        _apply_news_link(existing, news_link, source_hash)
+
+    if seen_hashes:
+        stale = db.scalars(
+            select(EmployeeNewsLink).where(
+                EmployeeNewsLink.employee_id == employee.id,
+                EmployeeNewsLink.source_hash.not_in(seen_hashes),
+            )
+        ).all()
+        for item in stale:
+            db.delete(item)
+
+
+def _news_link_payloads(parsed: dict) -> list[dict]:
+    news_links = []
+    for section in parsed.get("sections") or []:
+        if not isinstance(section, dict) or section.get("type") != "news":
+            continue
+        for item in section.get("news_links") or []:
+            if isinstance(item, dict):
+                news_links.append(item)
+    return news_links
+
+
+def _apply_news_link(target: EmployeeNewsLink, news_link: dict, source_hash: str) -> None:
+    target.title = _news_link_title(news_link)
+    target.url = _clean_optional(news_link.get("url"))
+    target.summary = _clean_optional(news_link.get("summary"))
+    target.published_at = _datetime_or_none(news_link.get("published_at"))
+    target.published_year = _int_or_none(news_link.get("published_year"))
+    target.raw_data = news_link.get("raw_data") if isinstance(news_link.get("raw_data"), dict) else news_link
+    target.source_hash = source_hash
+
+
+def _news_link_hash(news_link: dict) -> str:
+    return _payload_hash(news_link.get("raw_data") if isinstance(news_link.get("raw_data"), dict) else news_link)
+
+
+def _news_link_title(news_link: dict) -> str:
+    return _clean_optional(news_link.get("title") or news_link.get("url")) or "Untitled news"
+
+
+def _datetime_or_none(value: object) -> datetime | None:
+    if isinstance(value, datetime):
+        return value
+    if not value:
+        return None
+    try:
+        parsed = datetime.fromisoformat(str(value).replace("Z", "+00:00"))
+    except ValueError:
+        return None
+    return parsed if parsed.tzinfo else parsed.replace(tzinfo=timezone.utc)
+
+
+def _mark_dismissed(
+    db: Session,
+    run: CrawlRun,
+    found_keys: set[str],
+    session: requests.Session,
+    timeout: int,
+    *,
+    confirmation_runs: int = 3,
+    max_auto_dismissals: int | None = 25,
+) -> int:
+    dismissed = 0
+    candidates = db.scalars(
+        select(Employee).where(Employee.status.in_(("active", "verification_required")))
+    ).all()
+    now = datetime.now(timezone.utc)
+    unavailable = []
+    for employee in candidates:
+        if employee.profile_key in found_keys:
+            continue
+        profile_available = _profile_check(session, employee.canonical_url, timeout)
+        employee.last_profile_check_at = now
+        if profile_available is None:
+            db.add(
+                CrawlError(
+                    crawl_run_id=run.id,
+                    profile_url=employee.canonical_url,
+                    error_type="ProfileAvailabilityCheckError",
+                    message="Не удалось надёжно проверить доступность профиля; статус сотрудника не изменён.",
+                )
+            )
+            continue
+        if profile_available:
+            employee.profile_unavailable_streak = 0
+            if employee.status == "verification_required":
+                employee.status = "active"
+            _record_employee_change(
+                db,
+                run,
+                employee,
+                "missing_from_source",
+                profile_available=True,
+                message="Профиль доступен, но ссылка отсутствует в исходном списке.",
+            )
+            continue
+        next_streak = employee.profile_unavailable_streak + 1
+        unavailable.append((employee, next_streak))
+
+    dismissal_blocked = bool(
+        max_auto_dismissals is not None and len(unavailable) > max_auto_dismissals
+    )
+    if dismissal_blocked:
+        run.message = (
+            f"Автоматическое увольнение приостановлено: {len(unavailable)} профилей "
+            f"одновременно не подтвердились (лимит {max_auto_dismissals})."
+        )
+
+    for employee, next_streak in unavailable:
+        employee.profile_unavailable_streak = next_streak
+        if next_streak < confirmation_runs or dismissal_blocked:
+            employee.status = "verification_required"
+            _record_employee_change(
+                db,
+                run,
+                employee,
+                "verification_required",
+                profile_available=False,
+                message=(
+                    "Профиль не подтвердился. Автоматическое увольнение отложено до "
+                    f"{confirmation_runs} последовательных проверок."
+                    if not dismissal_blocked
+                    else "Автоматическое увольнение отложено из-за массовой ошибки проверки профилей."
+                ),
+            )
+            continue
+
+        employee.status = "dismissed"
+        employee.dismissed_at = now
+        _record_employee_change(
+            db,
+            run,
+            employee,
+            "dismissed",
+            profile_available=False,
+            message=(
+                "Сотрудник отсутствует в исходном списке, профиль не подтвердился "
+                f"{confirmation_runs} раза подряд."
+            ),
+        )
+        dismissed += 1
+    db.commit()
+    return dismissed
+
+
+def _profile_is_available(session: requests.Session, url: str, timeout: int) -> bool:
+    return _profile_check(session, url, timeout) is True
+
+
+def _profile_check(session: requests.Session, url: str, timeout: int) -> bool | None:
+    try:
+        response = session.get(url, headers=HEADERS, timeout=timeout, allow_redirects=True)
+        if response.status_code < 400:
+            return True
+        if response.status_code in {404, 410}:
+            return False
+        return None
+    except requests.RequestException:
+        return None
+
+
+def _record_employee_change(
+    db: Session,
+    run: CrawlRun,
+    employee: Employee,
+    change_type: str,
+    *,
+    profile_available: bool | None,
+    message: str,
+) -> None:
+    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=change_type,
+            profile_available=profile_available,
+            message=message,
+        )
+    )
+
+
+def _checksum(data: dict) -> str:
+    payload = json.dumps(_stable_checksum_payload(data), ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(payload.encode("utf-8")).hexdigest()
+
+
+def _stable_checksum_payload(value):
+    if isinstance(value, dict):
+        return {key: _stable_checksum_payload(item) for key, item in value.items()}
+    if isinstance(value, list):
+        return [_stable_checksum_payload(item) for item in value]
+    if isinstance(value, str):
+        return _normalize_date_dependent_experience(value)
+    return value
+
+
+def _normalize_date_dependent_experience(value: str) -> str:
+    return re.sub(
+        r"(?i)(стаж(?:\s+работы)?(?:\s+в\s+ниу\s+вшэ|\s+в\s+вшэ)?\s*:?\s*)\d+\s*(?:год(?:а|ов)?|лет)",
+        r"\1<experience-years>",
+        value,
+    )

app/services/resource_cache.py

@@ -0,0 +1,147 @@
+from __future__ import annotations
+
+import gzip
+import hashlib
+import json
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from typing import Any
+
+import requests
+from sqlalchemy import select
+from sqlalchemy.orm import Session
+
+from app.models import ParseResourceCache
+from app.version import BACKEND_VERSION
+
+
+@dataclass(frozen=True)
+class CachedResource:
+    text: str
+    body_hash: str
+    from_cache: bool
+    status_code: int
+
+
+class ResourceCache:
+    def __init__(self, db: Session):
+        self.db = db
+
+    def fetch_text(
+        self,
+        session: requests.Session,
+        *,
+        profile_key: str,
+        resource_key: str,
+        method: str,
+        url: str,
+        headers: dict[str, str],
+        timeout: int,
+        json_payload: Any | None = None,
+        params: dict[str, Any] | None = None,
+    ) -> CachedResource:
+        method = method.upper()
+        fingerprint = _request_fingerprint(method=method, url=url, json_payload=json_payload, params=params)
+        cached = self.db.scalar(
+            select(ParseResourceCache).where(
+                ParseResourceCache.profile_key == profile_key,
+                ParseResourceCache.resource_key == resource_key,
+                ParseResourceCache.request_fingerprint == fingerprint,
+            )
+        )
+
+        request_headers = dict(headers)
+        if cached:
+            if cached.etag:
+                request_headers["If-None-Match"] = cached.etag
+            if cached.last_modified:
+                request_headers["If-Modified-Since"] = cached.last_modified
+
+        response = _send(
+            session,
+            method=method,
+            url=url,
+            headers=request_headers,
+            timeout=timeout,
+            json_payload=json_payload,
+            params=params,
+        )
+        if response.status_code == 304 and cached:
+            cached.fetched_at = datetime.now(timezone.utc)
+            self.db.flush()
+            return CachedResource(
+                text=gzip.decompress(cached.body_snapshot).decode("utf-8"),
+                body_hash=cached.body_hash,
+                from_cache=True,
+                status_code=response.status_code,
+            )
+
+        response.raise_for_status()
+        text = response.text
+        body_hash = _body_hash(text)
+        etag = response.headers.get("ETag") if hasattr(response, "headers") else None
+        last_modified = response.headers.get("Last-Modified") if hasattr(response, "headers") else None
+
+        if cached:
+            cached.method = method
+            cached.url = url
+            cached.etag = etag
+            cached.last_modified = last_modified
+            cached.body_hash = body_hash
+            cached.body_snapshot = gzip.compress(text.encode("utf-8"))
+            cached.parser_version = BACKEND_VERSION
+            cached.fetched_at = datetime.now(timezone.utc)
+        else:
+            self.db.add(
+                ParseResourceCache(
+                    profile_key=profile_key,
+                    resource_key=resource_key,
+                    method=method,
+                    url=url,
+                    request_fingerprint=fingerprint,
+                    etag=etag,
+                    last_modified=last_modified,
+                    body_hash=body_hash,
+                    body_snapshot=gzip.compress(text.encode("utf-8")),
+                    parser_version=BACKEND_VERSION,
+                    fetched_at=datetime.now(timezone.utc),
+                )
+            )
+        self.db.flush()
+        return CachedResource(text=text, body_hash=body_hash, from_cache=False, status_code=response.status_code)
+
+
+def _send(
+    session: requests.Session,
+    *,
+    method: str,
+    url: str,
+    headers: dict[str, str],
+    timeout: int,
+    json_payload: Any | None,
+    params: dict[str, Any] | None,
+) -> requests.Response:
+    if method == "POST":
+        return session.post(url, json=json_payload, headers=headers, timeout=timeout, params=params)
+    return session.get(url, headers=headers, timeout=timeout, params=params)
+
+
+def _request_fingerprint(
+    *,
+    method: str,
+    url: str,
+    json_payload: Any | None,
+    params: dict[str, Any] | None,
+) -> str:
+    payload = {
+        "method": method,
+        "url": url,
+        "json": json_payload,
+        "params": params,
+    }
+    encoded = json.dumps(payload, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(encoded.encode("utf-8")).hexdigest()
+
+
+def _body_hash(text: str) -> str:
+    return hashlib.sha256(text.encode("utf-8")).hexdigest()

app/static/admin.js

@@ -5,6 +5,7 @@
     "positions",
     "hse_start_year",
     "email",
+    "academic_degree",
     "last_seen_at",
     "dismissed_at",
     "profile",
@@ -89,12 +90,14 @@
       const status = document.querySelector("[data-progress-status]");
       const processed = document.querySelector("[data-progress-processed]");
       const found = document.querySelector("[data-progress-found]");
+      const skipped = document.querySelector("[data-progress-skipped]");
       const errors = document.querySelector("[data-progress-errors]");
       const fill = document.querySelector("[data-progress-fill]");
       const percent = document.querySelector("[data-progress-percent]");
       if (status) status.textContent = run.status_display || run.status;
       if (processed) processed.textContent = run.processed_count;
       if (found) found.textContent = run.found_count;
+      if (skipped) skipped.textContent = run.skipped_count;
       if (errors) errors.textContent = run.error_count;
       if (fill) fill.style.width = `${run.progress_percent}%`;
       if (percent) percent.textContent = run.progress_percent;

app/templates/dashboard.html

@@ -1,62 +1,69 @@
-{% extends "base.html" %}
-{% block title %}Обзор · MIEM Employees{% endblock %}
-{% block content %}
-<section class="admin__grid">
-  <a class="metric metric--link" href="/admin/directory"><span class="metric__label">Всего в базе</span><span class="metric__value">{{ counts.total }}</span></a>
-  <a class="metric metric--link" href="/admin/directory?status=active"><span class="metric__label">Работают</span><span class="metric__value">{{ counts.active }}</span></a>
-  <a class="metric metric--link" href="{% if latest_run %}/admin/runs/{{ latest_run.id }}#new-employees{% else %}/admin/runs{% endif %}"><span class="metric__label">Новые за запуск</span><span class="metric__value">{{ counts.new_in_last_run }}</span></a>
-  <a class="metric metric--link" href="/admin/directory?status=dismissed"><span class="metric__label">Уволены</span><span class="metric__value">{{ counts.dismissed }}</span></a>
-</section>
-<section class="stats-strip">
-  <div class="stats-strip__item">
-    <span class="stats-strip__label">Последний добавленный</span>
-    {% if counts.latest_added %}
-    <a class="stats-strip__value" href="/admin/employees/{{ counts.latest_added.id }}">{{ counts.latest_added.full_name or counts.latest_added.canonical_url }}</a>
-    {% else %}
-    <span class="stats-strip__value">Сотрудников пока нет</span>
-    {% endif %}
-  </div>
-  <a class="stats-strip__item stats-strip__item--link" href="/admin/runs">
-    <span class="stats-strip__label">Запуски</span>
-    <span class="stats-strip__value">{{ counts.runs }}</span>
-  </a>
-  <div class="stats-strip__item">
-    <span class="stats-strip__label">Ошибки</span>
-    <span class="stats-strip__value">{{ counts.errors }}</span>
-  </div>
-</section>
-<section class="panel progress-panel" data-progress-panel>
-  <div class="progress-panel__header">
+{% extends "base.html" %}
+{% block title %}Обзор · MIEM Employees{% endblock %}
+{% block content %}
+<section class="admin__grid">
+  <a class="metric metric--link" href="/admin/directory"><span class="metric__label">Всего в базе</span><span class="metric__value">{{ counts.total }}</span></a>
+  <a class="metric metric--link" href="/admin/directory?status=active"><span class="metric__label">Работают</span><span class="metric__value">{{ counts.active }}</span></a>
+  <a class="metric metric--link" href="/admin/directory?status=verification_required"><span class="metric__label">Требуют проверки</span><span class="metric__value">{{ counts.verification_required }}</span></a>
+  <a class="metric metric--link" href="{% if latest_run %}/admin/runs/{{ latest_run.id }}#new-employees{% else %}/admin/runs{% endif %}"><span class="metric__label">Новые за запуск</span><span class="metric__value">{{ counts.new_in_last_run }}</span></a>
+  <a class="metric metric--link" href="/admin/directory?status=dismissed"><span class="metric__label">Уволены</span><span class="metric__value">{{ counts.dismissed }}</span></a>
+</section>
+<section class="stats-strip">
+  <div class="stats-strip__item">
+    <span class="stats-strip__label">Последний добавленный</span>
+    {% if counts.latest_added %}
+    <a class="stats-strip__value" href="/admin/employees/{{ counts.latest_added.id }}">{{ counts.latest_added.full_name or counts.latest_added.canonical_url }}</a>
+    {% else %}
+    <span class="stats-strip__value">Сотрудников пока нет</span>
+    {% endif %}
+  </div>
+  <a class="stats-strip__item stats-strip__item--link" href="/admin/runs">
+    <span class="stats-strip__label">Запуски</span>
+    <span class="stats-strip__value">{{ counts.runs }}</span>
+  </a>
+  <div class="stats-strip__item">
+    <span class="stats-strip__label">Ошибки</span>
+    <span class="stats-strip__value">{{ counts.errors }}</span>
+  </div>
+</section>
+<section class="panel progress-panel" data-progress-panel>
+  <div class="progress-panel__header">
     <h2 class="panel__title">Прогресс парсинга</h2>
-    <form method="post" action="/admin/crawl-now">
-      <button class="button" type="submit">Запустить парсинг</button>
-    </form>
-  </div>
-  {% set run = counts.current_running_run or latest_run %}
-  <div class="progress-panel__body" data-progress-body>
-    <div class="progress-panel__meta">
-      <span data-progress-status>{{ run.status_display if run else "Ожидание" }}</span>
-      <span>обработано: <span data-progress-processed>{{ run.processed_count if run else 0 }}</span> / <span data-progress-found>{{ run.found_count if run else 0 }}</span></span>
-      <span>ошибок: <span data-progress-errors>{{ run.error_count if run else 0 }}</span></span>
+    <div class="progress-panel__actions">
+      <form method="post" action="/admin/crawl-now">
+        <button class="button" type="submit">Запустить парсинг</button>
+      </form>
+      <form method="post" action="/admin/dismissed/refresh">
+        <button class="button button--secondary" type="submit">Проверить уволенных</button>
+      </form>
     </div>
-    <div class="progress-bar" aria-label="Parsing progress">
-      <div class="progress-bar__fill" data-progress-fill style="width: {{ run.progress_percent if run else 0 }}%"></div>
-    </div>
-    <div class="progress-panel__percent"><span data-progress-percent>{{ run.progress_percent if run else 0 }}</span>%</div>
-  </div>
-</section>
-<section class="panel">
-  <h2 class="panel__title">Последние запуски</h2>
-  <table class="table">
-    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Обработано</th><th class="table__head">Ошибки</th><th class="table__head">Старт</th></tr></thead>
-    <tbody>
-      {% for run in runs %}
-      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
-      {% endfor %}
-    </tbody>
-  </table>
-</section>
-{% endblock %}
-{% block scripts %}
-<script src="/static/admin.js"></script>
-{% endblock %}
+  </div>
+  {% set run = counts.current_running_run or latest_run %}
+  <div class="progress-panel__body" data-progress-body>
+    <div class="progress-panel__meta">
+      <span data-progress-status>{{ run.status_display if run else "Ожидание" }}</span>
+      <span>обработано: <span data-progress-processed>{{ run.processed_count if run else 0 }}</span> / <span data-progress-found>{{ run.found_count if run else 0 }}</span></span>
+      <span>без изменений: <span data-progress-skipped>{{ run.skipped_count if run else 0 }}</span></span>
+      <span>ошибок: <span data-progress-errors>{{ run.error_count if run else 0 }}</span></span>
+    </div>
+    <div class="progress-bar" aria-label="Parsing progress">
+      <div class="progress-bar__fill" data-progress-fill style="width: {{ run.progress_percent if run else 0 }}%"></div>
+    </div>
+    <div class="progress-panel__percent"><span data-progress-percent>{{ run.progress_percent if run else 0 }}</span>%</div>
+  </div>
+</section>
+<section class="panel">
+  <h2 class="panel__title">Последние запуски</h2>
+  <table class="table">
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Обработано</th><th class="table__head">Без изменений</th><th class="table__head">Ошибки</th><th class="table__head">Старт</th></tr></thead>
+    <tbody>
+      {% for run in runs %}
+      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.skipped_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+{% endblock %}
+{% block scripts %}
+<script src="/static/admin.js"></script>
+{% endblock %}

app/templates/directory.html

@@ -15,6 +15,7 @@
     <select class="directory__input" name="status">
       <option value="" {% if not filters.status %}selected{% endif %}>Все статусы</option>
       <option value="active" {% if filters.status == "active" %}selected{% endif %}>Работает</option>
+      <option value="verification_required" {% if filters.status == "verification_required" %}selected{% endif %}>Требует проверки</option>
       <option value="dismissed" {% if filters.status == "dismissed" %}selected{% endif %}>Уволен</option>
     </select>
     <select class="directory__input" name="has_email">
@@ -22,6 +23,11 @@
       <option value="true" {% if filters.has_email == "true" %}selected{% endif %}>Есть email</option>
       <option value="false" {% if filters.has_email == "false" %}selected{% endif %}>Нет email</option>
     </select>
+    <select class="directory__input" name="has_academic_degree" aria-label="Учёная степень">
+      <option value="" {% if not filters.has_academic_degree %}selected{% endif %}>Любая учёная степень</option>
+      <option value="true" {% if filters.has_academic_degree == "true" %}selected{% endif %}>Есть учёная степень</option>
+      <option value="false" {% if filters.has_academic_degree == "false" %}selected{% endif %}>Нет учёной степени</option>
+    </select>
     <input class="directory__input" type="date" name="started_from" value="{{ filters.started_from }}" aria-label="Впервые найден с">
     <input class="directory__input" type="date" name="started_to" value="{{ filters.started_to }}" aria-label="Впервые найден по">
     <select class="directory__input" name="sort">
@@ -53,8 +59,10 @@
           <th class="directory-table__head" data-column="email">Email</th>
           <th class="directory-table__head" data-column="phone">Телефон</th>
           <th class="directory-table__head" data-column="address">Адрес</th>
+          <th class="directory-table__head" data-column="academic_degree">Учёная степень</th>
           <th class="directory-table__head" data-column="publications_count">Публикации</th>
           <th class="directory-table__head" data-column="courses_count">Курсы</th>
+          <th class="directory-table__head" data-column="news_count">Новости</th>
           <th class="directory-table__head" data-column="first_seen_at">Впервые найден</th>
           <th class="directory-table__head" data-column="last_seen_at">Последний раз найден</th>
           <th class="directory-table__head" data-column="dismissed_at">Дата увольнения</th>
@@ -71,15 +79,17 @@
           <td class="directory-table__cell" data-column="email">{{ employee.email_text }}</td>
           <td class="directory-table__cell" data-column="phone">{{ employee.phone_text }}</td>
           <td class="directory-table__cell" data-column="address">{{ employee.address or "" }}</td>
+          <td class="directory-table__cell" data-column="academic_degree">{{ employee.academic_degree_text }}</td>
           <td class="directory-table__cell" data-column="publications_count">{{ employee.publications_count }}</td>
           <td class="directory-table__cell" data-column="courses_count">{{ employee.courses_count }}</td>
+          <td class="directory-table__cell" data-column="news_count">{{ employee.news_count }}</td>
           <td class="directory-table__cell" data-column="first_seen_at">{{ employee.first_seen_display }}</td>
           <td class="directory-table__cell" data-column="last_seen_at">{{ employee.last_seen_display }}</td>
           <td class="directory-table__cell" data-column="dismissed_at">{{ employee.dismissed_display }}</td>
           <td class="directory-table__cell" data-column="profile"><a class="admin__link" href="{{ employee.canonical_url }}">Открыть</a></td>
         </tr>
         {% else %}
-        <tr><td class="directory-table__empty" colspan="13">По этим фильтрам сотрудники не найдены.</td></tr>
+        <tr><td class="directory-table__empty" colspan="15">По этим фильтрам сотрудники не найдены.</td></tr>
         {% endfor %}
       </tbody>
     </table>
@@ -106,7 +116,7 @@
       <button class="button button--ghost" type="button" data-columns-close>Закрыть</button>
     </div>
     <div class="columns-modal__grid">
-      {% for key, label in [("full_name", "ФИО"), ("status", "Статус"), ("positions", "Должности"), ("hse_start_year", "Год начала"), ("email", "Email"), ("phone", "Телефон"), ("address", "Адрес"), ("publications_count", "Публикации"), ("courses_count", "Курсы"), ("first_seen_at", "Впервые найден"), ("last_seen_at", "Последний раз найден"), ("dismissed_at", "Дата увольнения"), ("profile", "Профиль")] %}
+      {% for key, label in [("full_name", "ФИО"), ("status", "Статус"), ("positions", "Должности"), ("hse_start_year", "Год начала"), ("email", "Email"), ("phone", "Телефон"), ("address", "Адрес"), ("academic_degree", "Учёная степень"), ("publications_count", "Публикации"), ("courses_count", "Курсы"), ("news_count", "Новости"), ("first_seen_at", "Впервые найден"), ("last_seen_at", "Последний раз найден"), ("dismissed_at", "Дата увольнения"), ("profile", "Профиль")] %}
       <label class="columns-modal__option"><input class="columns-modal__checkbox" type="checkbox" value="{{ key }}" data-column-toggle> {{ label }}</label>
       {% endfor %}
     </div>

app/templates/employee_detail.html

@@ -7,8 +7,18 @@
       <h2 class="employee-card__title">{{ employee_view.full_name or employee.profile_key }}</h2>
       <span class="badge {% if employee_view.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee_view.status_display }}</span>
     </div>
-    <a class="admin__link" href="{{ employee_view.canonical_url }}">{{ employee_view.canonical_url }}</a>
+    <div class="employee-card__actions">
+      <form method="post" action="/admin/employees/{{ employee.id }}/refresh">
+        <button class="button button--compact" type="submit">Обновить данные</button>
+      </form>
+      <a class="admin__link" href="{{ employee_view.canonical_url }}">{{ employee_view.canonical_url }}</a>
+    </div>
   </div>
+  {% if refresh_status == "success" %}
+  <p class="employee-card__notice employee-card__notice--success">Данные сотрудника обновлены.</p>
+  {% elif refresh_status == "error" %}
+  <p class="employee-card__notice employee-card__notice--error">Не удалось обновить данные сотрудника.</p>
+  {% endif %}
 
   <section class="employee-card__section">
     <h3 class="employee-section__title">Основная информация</h3>
@@ -94,6 +104,25 @@
   </section>
   {% endif %}
 
+  {% if employee_view.news_links %}
+  <section class="employee-card__section">
+    <h3 class="employee-section__title">В новостях</h3>
+    <ul class="employee-card__list">
+      {% for news in employee_view.news_links %}
+      <li class="employee-card__list-item">
+        {% if news.published_display %}<div class="employee-section__meta"><span class="employee-section__meta-item">{{ news.published_display }}</span></div>{% endif %}
+        {% if news.url %}
+        <a class="admin__link" href="{{ news.url }}">{{ news.title }}</a>
+        {% else %}
+        {{ news.title }}
+        {% endif %}
+        {% if news.summary %}<div class="employee-section__text">{{ news.summary }}</div>{% endif %}
+      </li>
+      {% endfor %}
+    </ul>
+  </section>
+  {% endif %}
+
   <section class="employee-card__section">
     <h3 class="employee-section__title">Разделы профиля</h3>
     {% if employee_view.sections %}

app/templates/run_detail.html

@@ -12,6 +12,7 @@
   <div class="stats-strip">
     <div class="stats-strip__item"><span class="stats-strip__label">Найдено</span><span class="stats-strip__value">{{ run.found_count }}</span></div>
     <div class="stats-strip__item"><span class="stats-strip__label">Обработано</span><span class="stats-strip__value">{{ run.parsed_count }}</span></div>
+    <div class="stats-strip__item"><span class="stats-strip__label">Без изменений</span><span class="stats-strip__value">{{ run.skipped_count }}</span></div>
     <div class="stats-strip__item"><span class="stats-strip__label">Новые</span><span class="stats-strip__value">{{ run.new_count }}</span></div>
     <div class="stats-strip__item"><span class="stats-strip__label">Потеряшки</span><span class="stats-strip__value">{{ run.changes.missing_from_source | length }}</span></div>
     <div class="stats-strip__item"><span class="stats-strip__label">Уволены</span><span class="stats-strip__value">{{ run.dismissed_count }}</span></div>
@@ -22,7 +23,7 @@
   {% endif %}
 </section>
 
-{% for group, title in [("new", "Новые сотрудники"), ("missing_from_source", "Потеряшки"), ("dismissed", "Уволенные")] %}
+{% for group, title in [("new", "Новые сотрудники"), ("missing_from_source", "Потеряшки"), ("verification_required", "Требуют проверки"), ("dismissed", "Уволенные")] %}
 <section class="panel"{% if group == "new" %} id="new-employees"{% endif %}>
   <h2 class="panel__title">{{ title }}</h2>
   {% set items = run.changes[group] %}

app/templates/runs.html

@@ -8,12 +8,13 @@
   </div>
   {% set run = runs[0] if runs else none %}
   {% if run %}
-  {% set processed = run.parsed_count + run.error_count %}
+  {% set processed = run.parsed_count + run.skipped_count + run.error_count %}
   {% set percent = ((processed / run.found_count) * 100) | round(1) if run.found_count else 0 %}
   <div class="progress-panel" data-progress-panel>
     <div class="progress-panel__meta">
       <span data-progress-status>{{ run.status_display }}</span>
       <span>обработано: <span data-progress-processed>{{ processed }}</span> / <span data-progress-found>{{ run.found_count }}</span></span>
+      <span>без изменений: <span data-progress-skipped>{{ run.skipped_count }}</span></span>
       <span>ошибок: <span data-progress-errors>{{ run.error_count }}</span></span>
     </div>
     <div class="progress-bar" aria-label="Parsing progress">
@@ -26,6 +27,7 @@
     <div class="progress-panel__meta">
       <span data-progress-status>Ожидание</span>
       <span>обработано: <span data-progress-processed>0</span> / <span data-progress-found>0</span></span>
+      <span>без изменений: <span data-progress-skipped>0</span></span>
       <span>ошибок: <span data-progress-errors>0</span></span>
     </div>
     <div class="progress-bar" aria-label="Parsing progress">
@@ -35,10 +37,10 @@
   </div>
   {% endif %}
   <table class="table">
-    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Найдено</th><th class="table__head">Обработано</th><th class="table__head">Новые</th><th class="table__head">Ошибки</th><th class="table__head">Уволены</th><th class="table__head">Старт</th></tr></thead>
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Статус</th><th class="table__head">Найдено</th><th class="table__head">Обработано</th><th class="table__head">Без изменений</th><th class="table__head">Новые</th><th class="table__head">Ошибки</th><th class="table__head">Уволены</th><th class="table__head">Старт</th></tr></thead>
     <tbody>
       {% for run in runs %}
-      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.found_count }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.new_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.dismissed_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
+      <tr class="table__row" onclick="window.location.href='/admin/runs/{{ run.id }}'" onkeydown="if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); window.location.href='/admin/runs/{{ run.id }}'; }" role="link" tabindex="0"><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status_display }}</td><td class="table__cell">{{ run.found_count }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.skipped_count }}</td><td class="table__cell">{{ run.new_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.dismissed_count }}</td><td class="table__cell">{{ run.started_display }}</td></tr>
       {% endfor %}
     </tbody>
   </table>

app/version.py

@@ -1,3 +1,3 @@
-APP_VERSION = "0.4.6"
-FRONTEND_VERSION = "0.4.6"
-BACKEND_VERSION = "0.4.6"
+APP_VERSION = "0.7.8"
+FRONTEND_VERSION = "0.7.8"
+BACKEND_VERSION = "0.7.8"

app/worker.py

@@ -17,7 +17,14 @@ def crawl_once() -> None:
     settings = get_settings()
     with SessionLocal() as db:
         run = run_crawl(db, settings)
-        logger.info("crawl finished: id=%s status=%s parsed=%s errors=%s", run.id, run.status, run.parsed_count, run.error_count)
+        logger.info(
+            "crawl finished: id=%s status=%s parsed=%s skipped=%s errors=%s",
+            run.id,
+            run.status,
+            run.parsed_count,
+            run.skipped_count,
+            run.error_count,
+        )
 
 
 def main() -> None:

docker-compose.yml

@@ -35,17 +35,5 @@ services:
       postgres:
         condition: service_healthy
 
-  mcp:
-    build: .
-    command: uvicorn app.main:app --host 0.0.0.0 --port 8000
-    env_file: .env
-    environment:
-      DATABASE_URL: postgresql+psycopg://${POSTGRES_USER:-miem}:${POSTGRES_PASSWORD:-miem_password}@postgres:5432/${POSTGRES_DB:-miem_workers}
-    ports:
-      - "127.0.0.1:${MCP_PORT:-8001}:8000"
-    depends_on:
-      postgres:
-        condition: service_healthy
-
 volumes:
   postgres_data:

migrations/001_init.sql

@@ -13,6 +13,7 @@ CREATE TABLE IF NOT EXISTS crawl_runs (
   finished_at TIMESTAMPTZ,
   found_count INTEGER NOT NULL DEFAULT 0,
   parsed_count INTEGER NOT NULL DEFAULT 0,
+  skipped_count INTEGER NOT NULL DEFAULT 0,
   new_count INTEGER NOT NULL DEFAULT 0,
   error_count INTEGER NOT NULL DEFAULT 0,
   dismissed_count INTEGER NOT NULL DEFAULT 0,
@@ -32,6 +33,7 @@ CREATE TABLE IF NOT EXISTS employees (
   dismissed_at TIMESTAMPTZ,
   parser_version VARCHAR(32),
   current_data JSONB,
+  has_academic_degree BOOLEAN NOT NULL DEFAULT FALSE,
   current_checksum VARCHAR(64),
   created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
   updated_at TIMESTAMPTZ NOT NULL DEFAULT now()
@@ -39,6 +41,7 @@ CREATE TABLE IF NOT EXISTS employees (
 
 CREATE INDEX IF NOT EXISTS ix_employees_full_name ON employees (full_name);
 CREATE INDEX IF NOT EXISTS ix_employees_status ON employees (status);
+CREATE INDEX IF NOT EXISTS ix_employees_has_academic_degree ON employees (has_academic_degree);
 
 CREATE TABLE IF NOT EXISTS employee_snapshots (
   id SERIAL PRIMARY KEY,
@@ -73,3 +76,22 @@ CREATE TABLE IF NOT EXISTS profile_tabs (
 );
 
 CREATE INDEX IF NOT EXISTS ix_profile_tabs_employee_id ON profile_tabs (employee_id);
+
+CREATE TABLE IF NOT EXISTS parse_resource_cache (
+  id SERIAL PRIMARY KEY,
+  profile_key VARCHAR(255) NOT NULL,
+  resource_key VARCHAR(255) NOT NULL,
+  method VARCHAR(16) NOT NULL,
+  url TEXT NOT NULL,
+  request_fingerprint VARCHAR(64) NOT NULL,
+  etag TEXT,
+  last_modified TEXT,
+  body_hash VARCHAR(64) NOT NULL,
+  body_snapshot BYTEA NOT NULL,
+  parser_version VARCHAR(32),
+  fetched_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_parse_resource_cache_resource UNIQUE (profile_key, resource_key, request_fingerprint)
+);
+
+CREATE INDEX IF NOT EXISTS ix_parse_resource_cache_profile_key
+  ON parse_resource_cache (profile_key);

migrations/004_dataset_versions.sql

@@ -0,0 +1,29 @@
+CREATE TABLE IF NOT EXISTS dataset_versions (
+  id SERIAL PRIMARY KEY,
+  hash VARCHAR(64) NOT NULL UNIQUE,
+  previous_hash VARCHAR(64),
+  crawl_run_id INTEGER REFERENCES crawl_runs(id),
+  employee_count INTEGER NOT NULL DEFAULT 0,
+  active_count INTEGER NOT NULL DEFAULT 0,
+  dismissed_count INTEGER NOT NULL DEFAULT 0,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_versions_created_at
+  ON dataset_versions (created_at);
+
+CREATE TABLE IF NOT EXISTS dataset_version_items (
+  id SERIAL PRIMARY KEY,
+  dataset_version_id INTEGER NOT NULL REFERENCES dataset_versions(id),
+  profile_key VARCHAR(255) NOT NULL,
+  employee_id INTEGER REFERENCES employees(id),
+  status VARCHAR(32) NOT NULL,
+  checksum VARCHAR(64) NOT NULL,
+  CONSTRAINT uq_dataset_version_items_version_profile UNIQUE (dataset_version_id, profile_key)
+);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_version_items_hash
+  ON dataset_version_items (dataset_version_id);
+
+CREATE INDEX IF NOT EXISTS ix_dataset_version_items_profile_key
+  ON dataset_version_items (profile_key);

migrations/005_parse_resource_cache.sql

@@ -0,0 +1,21 @@
+ALTER TABLE crawl_runs
+ADD COLUMN IF NOT EXISTS skipped_count INTEGER NOT NULL DEFAULT 0;
+
+CREATE TABLE IF NOT EXISTS parse_resource_cache (
+  id SERIAL PRIMARY KEY,
+  profile_key VARCHAR(255) NOT NULL,
+  resource_key VARCHAR(255) NOT NULL,
+  method VARCHAR(16) NOT NULL,
+  url TEXT NOT NULL,
+  request_fingerprint VARCHAR(64) NOT NULL,
+  etag TEXT,
+  last_modified TEXT,
+  body_hash VARCHAR(64) NOT NULL,
+  body_snapshot BYTEA NOT NULL,
+  parser_version VARCHAR(32),
+  fetched_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_parse_resource_cache_resource UNIQUE (profile_key, resource_key, request_fingerprint)
+);
+
+CREATE INDEX IF NOT EXISTS ix_parse_resource_cache_profile_key
+  ON parse_resource_cache (profile_key);

migrations/006_employee_publications.sql

@@ -0,0 +1,39 @@
+CREATE TABLE IF NOT EXISTS employee_publications (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id) ON DELETE CASCADE,
+  publication_id VARCHAR(64),
+  title TEXT NOT NULL,
+  year INTEGER,
+  publication_type VARCHAR(64),
+  language VARCHAR(16),
+  status INTEGER,
+  url TEXT,
+  doi_url TEXT,
+  other_url TEXT,
+  document_url TEXT,
+  citation_text TEXT,
+  annotation JSONB,
+  description JSONB,
+  authors JSONB,
+  raw_data JSONB,
+  source_hash VARCHAR(64) NOT NULL,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_employee_publications_employee_publication UNIQUE (employee_id, publication_id),
+  CONSTRAINT uq_employee_publications_employee_source_hash UNIQUE (employee_id, source_hash)
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_employee_id
+  ON employee_publications (employee_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_publication_id
+  ON employee_publications (publication_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_doi_url
+  ON employee_publications (doi_url);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_year
+  ON employee_publications (year);
+
+CREATE INDEX IF NOT EXISTS ix_employee_publications_publication_type
+  ON employee_publications (publication_type);

migrations/007_employee_news_links.sql

@@ -0,0 +1,27 @@
+CREATE TABLE IF NOT EXISTS employee_news_links (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id) ON DELETE CASCADE,
+  title TEXT NOT NULL,
+  url TEXT,
+  summary TEXT,
+  published_at TIMESTAMPTZ,
+  published_year INTEGER,
+  source_hash VARCHAR(64) NOT NULL,
+  raw_data JSONB,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_employee_news_links_employee_url UNIQUE (employee_id, url),
+  CONSTRAINT uq_employee_news_links_employee_source_hash UNIQUE (employee_id, source_hash)
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_employee_id
+  ON employee_news_links (employee_id);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_url
+  ON employee_news_links (url);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_published_at
+  ON employee_news_links (published_at);
+
+CREATE INDEX IF NOT EXISTS ix_employee_news_links_published_year
+  ON employee_news_links (published_year);

migrations/008_profile_verification.sql

@@ -0,0 +1,17 @@
+ALTER TABLE employees
+ADD COLUMN IF NOT EXISTS profile_unavailable_streak INTEGER NOT NULL DEFAULT 0;
+
+ALTER TABLE employees
+ADD COLUMN IF NOT EXISTS last_profile_check_at TIMESTAMPTZ;
+
+CREATE TABLE IF NOT EXISTS employee_profile_urls (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id) ON DELETE CASCADE,
+  url TEXT NOT NULL,
+  first_seen_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  last_seen_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  CONSTRAINT uq_employee_profile_urls_employee_url UNIQUE (employee_id, url)
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_profile_urls_employee_id
+  ON employee_profile_urls (employee_id);

migrations/009_academic_degree_filter.sql

@@ -0,0 +1,11 @@
+ALTER TABLE employees
+ADD COLUMN IF NOT EXISTS has_academic_degree BOOLEAN NOT NULL DEFAULT FALSE;
+
+UPDATE employees
+SET has_academic_degree = COALESCE(
+  current_data::text ~* '(кандидат|доктор).{0,80}наук|ph\.?[[:space:]]*d\.?',
+  FALSE
+);
+
+CREATE INDEX IF NOT EXISTS ix_employees_has_academic_degree
+  ON employees (has_academic_degree);

pyproject.toml

@@ -1,28 +1,28 @@
-[project]
-name = "miem-workers"
-version = "0.4.6"
-description = "MIEM employees parser, admin API, and MCP server"
-requires-python = ">=3.11"
-dependencies = [
-  "apscheduler>=3.10.4",
-  "beautifulsoup4>=4.12.3",
-  "fastapi>=0.115.0",
-  "httpx>=0.27.0",
-  "jinja2>=3.1.4",
-  "lxml>=5.2.0",
-  "psycopg[binary]>=3.2.0",
-  "pydantic-settings>=2.4.0",
-  "python-multipart>=0.0.9",
-  "requests>=2.32.0",
-  "sqlalchemy>=2.0.32",
-  "uvicorn[standard]>=0.30.0",
-]
-
-[project.optional-dependencies]
-dev = [
-  "pytest>=8.3.0",
-]
-
-[tool.pytest.ini_options]
-testpaths = ["tests"]
-pythonpath = ["."]
+[project]
+name = "miem-workers"
+version = "0.7.8"
+description = "MIEM employees parser, admin API, and web admin"
+requires-python = ">=3.11"
+dependencies = [
+  "apscheduler>=3.10.4",
+  "beautifulsoup4>=4.12.3",
+  "fastapi>=0.115.0",
+  "httpx>=0.27.0",
+  "jinja2>=3.1.4",
+  "lxml>=5.2.0",
+  "psycopg[binary]>=3.2.0",
+  "pydantic-settings>=2.4.0",
+  "python-multipart>=0.0.9",
+  "requests>=2.32.0",
+  "sqlalchemy>=2.0.32",
+  "uvicorn[standard]>=0.30.0",
+]
+
+[project.optional-dependencies]
+dev = [
+  "pytest>=8.3.0",
+]
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+pythonpath = ["."]

tests/test_academic_degrees.py

@@ -0,0 +1,26 @@
+from app.services.academic_degrees import academic_degrees
+
+
+def test_academic_degrees_extracts_all_degree_names_without_surrounding_text():
+    data = {
+        "sections": [
+            {
+                "title": "Образование",
+                "year_entries": [
+                    {"text": "2008 — кандидат технических наук, доцент"},
+                    {"text": "2018 — Доктор физико-математических наук"},
+                ],
+            },
+            {
+                "title": "Учёные степени",
+                "table": {"rows": [{"cells": ["Ph.D.", "Доктор физико-математических наук"]}]},
+            },
+            {"title": "Публикации", "items": ["Доктор медицинских наук выступил автором статьи"]},
+        ]
+    }
+
+    assert academic_degrees(data) == [
+        "кандидат технических наук",
+        "Доктор физико-математических наук",
+        "Ph.D.",
+    ]

tests/test_admin_data.py

@@ -1,6 +1,6 @@
 from datetime import datetime, timezone
 
-from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee
+from app.models import CrawlError, CrawlRun, CrawlRunEmployeeChange, Employee, EmployeeNewsLink
 from app.services.admin_data import (
     employee_detail_payload,
     employee_display_payload,
@@ -35,6 +35,7 @@ def test_employee_display_payload_extracts_common_fields(db_session):
             "sections": [
                 {"type": "publications", "publications": [{"title": "Paper"}]},
                 {"type": "courses_by_year", "courses": [{"title": "Course"}]},
+                {"type": "news", "news_links": [{"title": "News", "url": "https://example.test/news"}]},
             ],
         },
     )
@@ -46,9 +47,55 @@ def test_employee_display_payload_extracts_common_fields(db_session):
     assert payload["email_text"] == "person@hse.ru"
     assert payload["publications_count"] == 1
     assert payload["courses_count"] == 1
+    assert payload["news_count"] == 1
     assert payload["first_seen_display"] != "Не указано"
 
 
+def test_list_employees_page_filters_and_displays_academic_degrees(db_session):
+    db_session.add_all(
+        [
+            Employee(
+                profile_key="staff:degree",
+                canonical_url="https://www.hse.ru/staff/degree",
+                full_name="Doctor",
+                status="active",
+                first_seen_at=datetime.now(timezone.utc),
+                last_seen_at=datetime.now(timezone.utc),
+                has_academic_degree=True,
+                current_data={
+                    "sections": [
+                        {
+                            "title": "Образование и учёные степени",
+                            "year_entries": [{"year": 2020, "text": "Доктор технических наук"}],
+                        }
+                    ]
+                },
+            ),
+            Employee(
+                profile_key="staff:no-degree",
+                canonical_url="https://www.hse.ru/staff/no-degree",
+                full_name="Master",
+                status="active",
+                first_seen_at=datetime.now(timezone.utc),
+                last_seen_at=datetime.now(timezone.utc),
+                has_academic_degree=False,
+                current_data={"sections": [{"title": "Образование", "items": ["Магистратура"]}]},
+            ),
+        ]
+    )
+    db_session.commit()
+
+    page = list_employees_page(db_session, has_academic_degree=True)
+
+    assert page["total"] == 1
+    assert page["employees"][0]["full_name"] == "Doctor"
+    assert page["employees"][0]["academic_degree_text"] == "Доктор технических наук"
+
+    page = list_employees_page(db_session, has_academic_degree=False)
+
+    assert page["employees"][0]["full_name"] == "Master"
+
+
 def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
     employee = Employee(
         profile_key="staff:person",
@@ -104,6 +151,19 @@ def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
                     "type": "generic",
                     "raw_text": "Fallback text",
                 },
+                {
+                    "title": "В новостях",
+                    "type": "news",
+                    "news_links": [
+                        {
+                            "title": "News title",
+                            "url": "https://example.test/news",
+                            "summary": "News summary",
+                            "published_at": "2026-04-28T00:00:00+00:00",
+                            "published_year": 2026,
+                        }
+                    ],
+                },
             ],
         },
     )
@@ -118,6 +178,41 @@ def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
     assert payload["sections"][2]["courses"][0]["title"] == "Course"
     assert payload["sections"][3]["theses"][0]["student"] == "Student Name"
     assert payload["sections"][4]["paragraphs"] == ["Fallback text"]
+    assert payload["sections"][5]["news_links"][0]["title"] == "News title"
+    assert payload["news_links"][0]["published_display"] == "28.04.2026"
+
+
+def test_employee_payload_prefers_stored_news_links(db_session):
+    employee = Employee(
+        profile_key="staff:news",
+        canonical_url="https://www.hse.ru/staff/news",
+        full_name="News Person",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+        current_data={"sections": [{"type": "news", "news_links": [{"title": "Old news"}]}]},
+    )
+    db_session.add(employee)
+    db_session.commit()
+    db_session.add(
+        EmployeeNewsLink(
+            employee_id=employee.id,
+            title="Stored news",
+            url="https://example.test/stored",
+            summary="Stored summary",
+            published_at=datetime(2026, 4, 28, tzinfo=timezone.utc),
+            published_year=2026,
+            source_hash="b" * 64,
+        )
+    )
+    db_session.commit()
+
+    display = employee_display_payload(employee)
+    detail = employee_detail_payload(employee)
+
+    assert display["news_count"] == 1
+    assert detail["news_links"][0]["title"] == "Stored news"
+    assert detail["news_links"][0]["published_display"] == "28.04.2026"
 
 
 def test_employee_payloads_tolerate_malformed_current_data(db_session):
@@ -200,13 +295,14 @@ def test_run_payload_calculates_progress():
         status="running",
         found_count=10,
         parsed_count=4,
+        skipped_count=2,
         error_count=1,
     )
 
     payload = run_payload(run)
 
-    assert payload["processed_count"] == 5
-    assert payload["progress_percent"] == 50.0
+    assert payload["processed_count"] == 7
+    assert payload["progress_percent"] == 70.0
     assert payload["status_display"] == "Выполняется"
 
 

tests/test_admin_templates.py

@@ -1,93 +1,107 @@
-from pathlib import Path
-
-
-def test_base_navigation_is_russian_and_has_no_legacy_employees_link():
-    template = Path("app/templates/base.html").read_text(encoding="utf-8")
-
-    assert "Обзор" in template
-    assert "Сотрудники" in template
-    assert "Запуски" in template
-    assert "Выйти" in template
-    assert '<a class="admin__brand-link" href="/admin">MIEM Employees</a>' in template
-    assert ">Employees<" not in template
-    assert "/admin/employees" not in template
-
-
-def test_directory_template_is_russian_and_uses_display_dates():
-    template = Path("app/templates/directory.html").read_text(encoding="utf-8")
-
-    assert "Сотрудники" in template
-    assert "Колонки" in template
-    assert "Применить" in template
-    assert "На странице: {{ value }}" in template
-    assert "{% for value in [25, 50, 100] %}" in template
-    assert "Найдено:" in template
-    assert "employee.first_seen_display" in template
-    assert "employee.last_seen_display" in template
-    assert "employee.dismissed_display" in template
-    assert "Directory" not in template
-    assert "employees found" not in template
-
-
-def test_admin_employees_route_redirects_to_directory():
-    source = Path("app/admin.py").read_text(encoding="utf-8")
-
-    assert 'RedirectResponse("/admin/directory", status_code=303)' in source
-
-
-def test_dashboard_limits_latest_runs_to_five():
-    source = Path("app/admin.py").read_text(encoding="utf-8")
-
-    assert "order_by(desc(CrawlRun.started_at)).limit(5)" in source
-    assert "order_by(desc(CrawlRun.started_at)).limit(10)" not in source
-
-
-def test_runs_template_links_to_run_detail():
-    template = Path("app/templates/runs.html").read_text(encoding="utf-8")
-
-    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
-    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
-    assert 'role="link"' in template
-    assert 'tabindex="0"' in template
-    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
-    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
-
-
-def test_run_detail_template_extends_base_and_shows_change_groups():
-    template = Path("app/templates/run_detail.html").read_text(encoding="utf-8")
-
-    assert '{% extends "base.html" %}' in template
-    assert 'id="new-employees"' in template
-    assert "Новые сотрудники" in template
-    assert "Потеряшки" in template
-    assert "Уволенные" in template
-    assert "Детализация сотрудников для этого запуска недоступна" in template
-
-
+from pathlib import Path
+
+
+def test_base_navigation_is_russian_and_has_no_legacy_employees_link():
+    template = Path("app/templates/base.html").read_text(encoding="utf-8")
+
+    assert "Обзор" in template
+    assert "Сотрудники" in template
+    assert "Запуски" in template
+    assert "Выйти" in template
+    assert '<a class="admin__brand-link" href="/admin">MIEM Employees</a>' in template
+    assert ">Employees<" not in template
+    assert "/admin/employees" not in template
+
+
+def test_directory_template_is_russian_and_uses_display_dates():
+    template = Path("app/templates/directory.html").read_text(encoding="utf-8")
+
+    assert "Сотрудники" in template
+    assert "Колонки" in template
+    assert "Применить" in template
+    assert "На странице: {{ value }}" in template
+    assert "{% for value in [25, 50, 100] %}" in template
+    assert "Найдено:" in template
+    assert "Новости" in template
+    assert "Есть учёная степень" in template
+    assert 'data-column="academic_degree"' in template
+    assert "employee.news_count" in template
+    assert "employee.first_seen_display" in template
+    assert "employee.last_seen_display" in template
+    assert "employee.dismissed_display" in template
+    assert "verification_required" in template
+    assert "Directory" not in template
+    assert "employees found" not in template
+
+
+def test_admin_employees_route_redirects_to_directory():
+    source = Path("app/admin.py").read_text(encoding="utf-8")
+
+    assert 'RedirectResponse("/admin/directory", status_code=303)' in source
+
+
+def test_dashboard_limits_latest_runs_to_five():
+    source = Path("app/admin.py").read_text(encoding="utf-8")
+
+    assert "order_by(desc(CrawlRun.started_at)).limit(5)" in source
+    assert "order_by(desc(CrawlRun.started_at)).limit(10)" not in source
+
+
+def test_runs_template_links_to_run_detail():
+    template = Path("app/templates/runs.html").read_text(encoding="utf-8")
+
+    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
+    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
+    assert 'role="link"' in template
+    assert 'tabindex="0"' in template
+    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
+    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
+
+
+def test_run_detail_template_extends_base_and_shows_change_groups():
+    template = Path("app/templates/run_detail.html").read_text(encoding="utf-8")
+
+    assert '{% extends "base.html" %}' in template
+    assert 'id="new-employees"' in template
+    assert "Новые сотрудники" in template
+    assert "Потеряшки" in template
+    assert "Требуют проверки" in template
+    assert "Уволенные" in template
+    assert "Детализация сотрудников для этого запуска недоступна" in template
+
+
 def test_dashboard_metric_cards_link_to_admin_targets():
-    template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
-
-    assert 'href="/admin/directory"' in template
-    assert 'href="/admin/directory?status=active"' in template
-    assert '/admin/runs/{{ latest_run.id }}#new-employees' in template
-    assert 'href="/admin/directory?status=dismissed"' in template
+    template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
+
+    assert 'href="/admin/directory"' in template
+    assert 'href="/admin/directory?status=active"' in template
+    assert 'href="/admin/directory?status=verification_required"' in template
+    assert '/admin/runs/{{ latest_run.id }}#new-employees' in template
+    assert 'href="/admin/directory?status=dismissed"' in template
     assert 'href="/admin/runs"' in template
 
 
-def test_dashboard_latest_run_rows_link_to_run_detail():
+def test_dashboard_has_dismissed_status_refresh_action():
     template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
 
-    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
-    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
-    assert 'role="link"' in template
-    assert 'tabindex="0"' in template
-    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
-    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
-
-
-def test_admin_js_supports_keyboard_activation_for_clickable_rows():
-    source = Path("app/static/admin.js").read_text(encoding="utf-8")
-
-    assert 'addEventListener("keydown"' in source
-    assert '"Enter"' in source
-    assert '" "' in source
+    assert 'action="/admin/dismissed/refresh"' in template
+    assert "Проверить уволенных" in template
+
+
+def test_dashboard_latest_run_rows_link_to_run_detail():
+    template = Path("app/templates/dashboard.html").read_text(encoding="utf-8")
+
+    assert 'onclick="window.location.href=\'/admin/runs/{{ run.id }}\'"' in template
+    assert "onkeydown=\"if (event.key === 'Enter' || event.key === ' ')" in template
+    assert 'role="link"' in template
+    assert 'tabindex="0"' in template
+    assert 'data-row-href="/admin/runs/{{ run.id }}"' not in template
+    assert '<a class="admin__link" href="/admin/runs/{{ run.id }}">' not in template
+
+
+def test_admin_js_supports_keyboard_activation_for_clickable_rows():
+    source = Path("app/static/admin.js").read_text(encoding="utf-8")
+
+    assert 'addEventListener("keydown"' in source
+    assert '"Enter"' in source
+    assert '" "' in source

tests/test_api.py

@@ -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()

tests/test_api_mcp.py

@@ -1,250 +0,0 @@
-from datetime import datetime, timezone
-
-from fastapi.testclient import TestClient
-from sqlalchemy import create_engine
-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():
-    client = TestClient(app)
-
-    response = client.get("/api/health")
-
-    assert response.status_code == 200
-    assert response.json()["backend_version"] == "0.4.6"
-
-
-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
-    assert without_auth.json()["result"]["tools"][0]["name"] == "search_employees"
-    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_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()

tests/test_crawler.py

@@ -1,113 +1,575 @@
-from datetime import datetime, timezone
-
-from app.models import CrawlRun, CrawlRunEmployeeChange, Employee
-from app.services.crawler import _mark_dismissed, _upsert_employee
+import gzip
+from datetime import datetime, timezone
+
+from app.models import (
+    CrawlError,
+    CrawlRun,
+    CrawlRunEmployeeChange,
+    Employee,
+    EmployeeNewsLink,
+    EmployeePublication,
+    EmployeeSnapshot,
+    ParseResourceCache,
+)
+from app.config import Settings
+from app.services.crawler import _checksum, _mark_dismissed, _upsert_employee, refresh_dismissed_status
+from app.services.resource_cache import ResourceCache
+
+
+class FakeResponse:
+    def __init__(self, status_code):
+        self.status_code = status_code
+
+
+class FakeSession:
+    def __init__(self, statuses):
+        self.statuses = statuses
+
+    def get(self, url, **_kwargs):
+        return FakeResponse(self.statuses[url])
+
+
+class ConditionalResponse:
+    def __init__(self, status_code, text="", headers=None):
+        self.status_code = status_code
+        self._text = text
+        self.headers = headers or {}
+        self.text_read = False
+
+    @property
+    def text(self):
+        self.text_read = True
+        return self._text
+
+    def raise_for_status(self):
+        return None
+
+
+class ConditionalSession:
+    def __init__(self):
+        self.requests = []
+        self.not_modified_response = ConditionalResponse(304)
+
+    def get(self, url, **kwargs):
+        self.requests.append((url, kwargs))
+        if kwargs["headers"].get("If-None-Match") == '"cached"':
+            return self.not_modified_response
+        return ConditionalResponse(200, "fresh", {"ETag": '"fresh"'})
 
 
-class FakeResponse:
-    def __init__(self, status_code):
-        self.status_code = status_code
-
-
-class FakeSession:
-    def __init__(self, statuses):
-        self.statuses = statuses
-
-    def get(self, url, **_kwargs):
-        return FakeResponse(self.statuses[url])
-
-
-def test_mark_dismissed_records_missing_source_when_profile_is_available(db_session):
-    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
-    db_session.add(run)
-    db_session.add(
-        Employee(
-            profile_key="staff:kept",
-            canonical_url="https://www.hse.ru/staff/kept",
-            status="active",
-            first_seen_at=datetime.now(timezone.utc),
-            last_seen_at=datetime.now(timezone.utc),
-        )
+def test_refresh_dismissed_status_reactivates_only_profiles_in_source(monkeypatch, db_session):
+    now = datetime.now(timezone.utc)
+    found = Employee(
+        profile_key="staff:returned",
+        canonical_url="https://www.hse.ru/staff/returned",
+        status="dismissed",
+        dismissed_at=now,
+        first_seen_at=now,
+        last_seen_at=now,
     )
-    db_session.add(
-        Employee(
-            profile_key="staff:missing",
-            canonical_url="https://www.hse.ru/staff/missing",
-            status="active",
-            first_seen_at=datetime.now(timezone.utc),
-            last_seen_at=datetime.now(timezone.utc),
-        )
-    )
-    db_session.commit()
-
-    dismissed = _mark_dismissed(
-        db_session,
-        run,
-        {"staff:kept"},
-        FakeSession({"https://www.hse.ru/staff/missing": 200}),
-        30,
-    )
-
-    assert dismissed == 0
-    assert db_session.query(Employee).filter_by(profile_key="staff:kept").one().status == "active"
-    missing = db_session.query(Employee).filter_by(profile_key="staff:missing").one()
-    assert missing.status == "active"
-    assert missing.dismissed_at is None
-    change = db_session.query(CrawlRunEmployeeChange).one()
-    assert change.change_type == "missing_from_source"
-    assert change.profile_available is True
-
-
-def test_mark_dismissed_marks_missing_employee_when_profile_is_unavailable(db_session):
-    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
-    employee = Employee(
+    still_dismissed = Employee(
         profile_key="staff:gone",
         canonical_url="https://www.hse.ru/staff/gone",
-        status="active",
-        first_seen_at=datetime.now(timezone.utc),
-        last_seen_at=datetime.now(timezone.utc),
+        status="dismissed",
+        dismissed_at=now,
+        first_seen_at=now,
+        last_seen_at=now,
     )
-    db_session.add_all([run, employee])
+    db_session.add_all([found, still_dismissed])
     db_session.commit()
-
-    dismissed = _mark_dismissed(
-        db_session,
-        run,
-        set(),
-        FakeSession({"https://www.hse.ru/staff/gone": 404}),
-        30,
+    monkeypatch.setattr(
+        "app.services.crawler.collect_profile_links",
+        lambda *_args, **_kwargs: ["https://www.hse.ru/staff/returned"],
     )
 
-    assert dismissed == 1
-    assert employee.status == "dismissed"
-    assert employee.dismissed_at is not None
-    change = db_session.query(CrawlRunEmployeeChange).one()
-    assert change.change_type == "dismissed"
-    assert change.profile_available is False
-
-
-def test_upsert_employee_increments_new_count_and_records_change_for_new_employee(db_session):
-    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
-    db_session.add(run)
-    db_session.commit()
-
-    _upsert_employee(
-        db_session,
-        run,
-        {
-            "source_url": "https://www.hse.ru/staff/newperson",
-            "profile_type": "staff",
-            "profile_id": "newperson",
-            "full_name": "New Person",
-            "tabs": [],
-            "sections": [],
-            "parser_version": "0.2.0",
-            "_html": "<html></html>",
-        },
-    )
-    db_session.commit()
+    run = refresh_dismissed_status(db_session, Settings())
 
+    assert run.status == "completed"
+    assert run.parsed_count == 1
+    assert run.skipped_count == 1
+    assert found.status == "active"
+    assert found.dismissed_at is None
+    assert still_dismissed.status == "dismissed"
+
+
+def test_mark_dismissed_records_missing_source_when_profile_is_available(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.add(
+        Employee(
+            profile_key="staff:kept",
+            canonical_url="https://www.hse.ru/staff/kept",
+            status="active",
+            first_seen_at=datetime.now(timezone.utc),
+            last_seen_at=datetime.now(timezone.utc),
+        )
+    )
+    db_session.add(
+        Employee(
+            profile_key="staff:missing",
+            canonical_url="https://www.hse.ru/staff/missing",
+            status="active",
+            first_seen_at=datetime.now(timezone.utc),
+            last_seen_at=datetime.now(timezone.utc),
+        )
+    )
+    db_session.commit()
+
+    dismissed = _mark_dismissed(
+        db_session,
+        run,
+        {"staff:kept"},
+        FakeSession({"https://www.hse.ru/staff/missing": 200}),
+        30,
+    )
+
+    assert dismissed == 0
+    assert db_session.query(Employee).filter_by(profile_key="staff:kept").one().status == "active"
+    missing = db_session.query(Employee).filter_by(profile_key="staff:missing").one()
+    assert missing.status == "active"
+    assert missing.dismissed_at is None
+    change = db_session.query(CrawlRunEmployeeChange).one()
+    assert change.change_type == "missing_from_source"
+    assert change.profile_available is True
+
+
+def test_mark_dismissed_requires_consecutive_unavailable_checks(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employee = Employee(
+        profile_key="staff:gone",
+        canonical_url="https://www.hse.ru/staff/gone",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([run, employee])
+    db_session.commit()
+
+    first_check = _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/gone": 404}),
+        30,
+        confirmation_runs=2,
+    )
+
+    assert first_check == 0
+    assert employee.status == "verification_required"
+    assert employee.dismissed_at is None
+    assert employee.profile_unavailable_streak == 1
+    assert db_session.query(CrawlRunEmployeeChange).one().change_type == "verification_required"
+
+    second_check = _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/gone": 404}),
+        30,
+        confirmation_runs=2,
+    )
+
+    assert second_check == 1
+    assert employee.status == "dismissed"
+    assert employee.dismissed_at is not None
+    assert employee.profile_unavailable_streak == 2
+    change = db_session.query(CrawlRunEmployeeChange).order_by(CrawlRunEmployeeChange.id).all()[-1]
+    assert change.change_type == "dismissed"
+    assert change.profile_available is False
+
+
+def test_mark_dismissed_does_not_dismiss_on_server_error(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employee = Employee(
+        profile_key="staff:temporary-error",
+        canonical_url="https://www.hse.ru/staff/temporary-error",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([run, employee])
+    db_session.commit()
+
+    dismissed = _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/temporary-error": 503}),
+        30,
+        confirmation_runs=1,
+    )
+
+    assert dismissed == 0
+    assert employee.status == "active"
+    assert employee.profile_unavailable_streak == 0
+    assert db_session.query(CrawlError).one().error_type == "ProfileAvailabilityCheckError"
+
+
+def test_available_profile_resets_verification_streak(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employee = Employee(
+        profile_key="staff:restored",
+        canonical_url="https://www.hse.ru/staff/restored",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([run, employee])
+    db_session.commit()
+
+    _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/restored": 404}),
+        30,
+        confirmation_runs=3,
+    )
+    _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({"https://www.hse.ru/staff/restored": 200}),
+        30,
+        confirmation_runs=3,
+    )
+
+    assert employee.status == "active"
+    assert employee.profile_unavailable_streak == 0
+
+
+def test_mark_dismissed_blocks_mass_auto_dismissals(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employees = [
+        Employee(
+            profile_key=f"staff:gone-{index}",
+            canonical_url=f"https://www.hse.ru/staff/gone-{index}",
+            status="active",
+            first_seen_at=datetime.now(timezone.utc),
+            last_seen_at=datetime.now(timezone.utc),
+        )
+        for index in range(2)
+    ]
+    db_session.add_all([run, *employees])
+    db_session.commit()
+
+    dismissed = _mark_dismissed(
+        db_session,
+        run,
+        set(),
+        FakeSession({employee.canonical_url: 404 for employee in employees}),
+        30,
+        confirmation_runs=1,
+        max_auto_dismissals=1,
+    )
+
+    assert dismissed == 0
+    assert {employee.status for employee in employees} == {"verification_required"}
+    assert "приостановлено" in run.message
+
+
+def test_upsert_employee_increments_new_count_and_records_change_for_new_employee(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.commit()
+
+    employee, _ = _upsert_employee(
+        db_session,
+        run,
+        {
+            "source_url": "https://www.hse.ru/staff/newperson",
+            "profile_type": "staff",
+            "profile_id": "newperson",
+            "full_name": "New Person",
+            "tabs": [],
+            "sections": [
+                {
+                    "title": "Образование и учёные степени",
+                    "year_entries": [{"text": "Кандидат технических наук"}],
+                }
+            ],
+            "parser_version": "0.2.0",
+            "_html": "<html></html>",
+        },
+    )
+    db_session.commit()
+
     assert run.new_count == 1
-    change = db_session.query(CrawlRunEmployeeChange).one()
-    assert change.change_type == "new"
-    assert change.full_name == "New Person"
+    assert employee.has_academic_degree is True
+    change = db_session.query(CrawlRunEmployeeChange).one()
+    assert change.change_type == "new"
+    assert change.full_name == "New Person"
+
+
+def test_upsert_employee_reconciles_profile_moved_to_new_url(db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    employee = Employee(
+        profile_key="staff:abelov",
+        canonical_url="https://www.hse.ru/staff/abelov",
+        full_name="Белов Александр Владимирович",
+        status="active",
+        first_seen_at=datetime.now(timezone.utc),
+        last_seen_at=datetime.now(timezone.utc),
+    )
+    db_session.add_all([run, employee])
+    db_session.commit()
+    employee_id = employee.id
+
+    updated, changed = _upsert_employee(
+        db_session,
+        run,
+        {
+            "source_url": "https://www.hse.ru/org/persons/47634735",
+            "profile_type": "org_person",
+            "profile_id": "47634735",
+            "full_name": "Белов Александр Владимирович",
+            "tabs": [],
+            "sections": [],
+            "parser_version": "0.7.0",
+            "_html": "<html></html>",
+        },
+    )
+    db_session.commit()
+
+    assert changed is True
+    assert updated.id == employee_id
+    assert updated.profile_key == "org_person:47634735"
+    assert updated.canonical_url == "https://www.hse.ru/org/persons/47634735"
+    assert updated.status == "active"
+    assert run.new_count == 0
+    assert db_session.query(Employee).count() == 1
+    assert {item.url for item in updated.profile_urls} == {
+        "https://www.hse.ru/staff/abelov",
+        "https://www.hse.ru/org/persons/47634735",
+    }
+
+
+def test_resource_cache_uses_etag_and_reuses_cached_body_on_304(db_session):
+    db_session.add(
+        ParseResourceCache(
+            profile_key="staff:cached",
+            resource_key="main-html",
+            method="GET",
+            url="https://www.hse.ru/staff/cached",
+            request_fingerprint="020d59db7b358d9023d0f185bcbf5a9c085d3cf2bf91d92d48eee9147e8d0f01",
+            etag='"cached"',
+            body_hash="cached-hash",
+            body_snapshot=gzip.compress("cached body".encode("utf-8")),
+            parser_version="0.6.0",
+        )
+    )
+    db_session.commit()
+    session = ConditionalSession()
+
+    result = ResourceCache(db_session).fetch_text(
+        session,
+        profile_key="staff:cached",
+        resource_key="main-html",
+        method="GET",
+        url="https://www.hse.ru/staff/cached",
+        headers={"User-Agent": "test"},
+        timeout=10,
+    )
+
+    assert session.requests[0][1]["headers"]["If-None-Match"] == '"cached"'
+    assert result.text == "cached body"
+    assert result.from_cache is True
+    assert session.not_modified_response.text_read is False
+
+
+def test_upsert_employee_skips_snapshot_when_checksum_is_unchanged(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    _, first_changed = _upsert_employee(db_session, first_run, _parsed_employee("same"))
+    _, second_changed = _upsert_employee(db_session, second_run, _parsed_employee("same"))
+    db_session.commit()
+
+    assert first_changed is True
+    assert second_changed is False
+    assert db_session.query(EmployeeSnapshot).count() == 1
+
+
+def test_upsert_employee_saves_publications_and_reuses_existing_rows(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    parsed = _parsed_employee("published")
+    parsed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [
+                {
+                    "id": "888959076",
+                    "publication_id": "888959076",
+                    "title": "Detailed Publication",
+                    "year": 2023,
+                    "publication_type": "ARTICLE",
+                    "language": "ru",
+                    "status": 1,
+                    "url": "https://publications.hse.ru/view/888959076",
+                    "doi_url": "https://doi.org/10.1/test",
+                    "citation_text": "Detailed citation",
+                    "annotation": {"ru": "Аннотация"},
+                    "description": {"main": "Detailed citation"},
+                    "authors": [{"id": "1", "title_ru": "Автор"}],
+                    "raw_data": {"id": "888959076", "title": "Detailed Publication"},
+                }
+            ],
+        }
+    ]
+
+    employee, _ = _upsert_employee(db_session, first_run, parsed)
+    db_session.commit()
+    _upsert_employee(db_session, second_run, _parsed_employee_with_publication("published"))
+    db_session.commit()
+
+    publications = db_session.query(EmployeePublication).filter_by(employee_id=employee.id).all()
+    assert len(publications) == 1
+    assert publications[0].doi_url == "https://doi.org/10.1/test"
+    assert publications[0].authors == [{"id": "1", "title_ru": "Автор"}]
+
+
+def test_upsert_employee_records_publication_errors_without_failing_employee(monkeypatch, db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.commit()
+
+    def broken_sync(*_args, **_kwargs):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr("app.services.crawler._sync_employee_publications", broken_sync)
+
+    employee, changed = _upsert_employee(db_session, run, _parsed_employee_with_publication("error-safe"))
+    db_session.commit()
+
+    assert changed is True
+    assert employee.full_name == "Same Person"
+    assert db_session.query(Employee).filter_by(profile_key="staff:error-safe").one()
+    error = db_session.query(CrawlError).one()
+    assert "публикации" in error.message.lower()
+
+
+def test_upsert_employee_saves_news_links_and_reuses_existing_rows(db_session):
+    first_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    second_run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add_all([first_run, second_run])
+    db_session.commit()
+
+    employee, _ = _upsert_employee(db_session, first_run, _parsed_employee_with_news("news-person"))
+    db_session.commit()
+    _upsert_employee(db_session, second_run, _parsed_employee_with_news("news-person"))
+    db_session.commit()
+
+    news_links = db_session.query(EmployeeNewsLink).filter_by(employee_id=employee.id).all()
+    assert len(news_links) == 1
+    assert news_links[0].title == "News Title"
+    assert news_links[0].url == "https://www.hse.ru/news/1.html"
+    assert news_links[0].published_year == 2026
+
+
+def test_upsert_employee_records_news_errors_without_failing_employee(monkeypatch, db_session):
+    run = CrawlRun(source_url="https://miem.hse.ru/persons", status="running")
+    db_session.add(run)
+    db_session.commit()
+
+    def broken_sync(*_args, **_kwargs):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr("app.services.crawler._sync_employee_news_links", broken_sync)
+
+    employee, changed = _upsert_employee(db_session, run, _parsed_employee_with_news("news-error-safe"))
+    db_session.commit()
+
+    assert changed is True
+    assert employee.full_name == "Same Person"
+    assert db_session.query(Employee).filter_by(profile_key="staff:news-error-safe").one()
+    error = db_session.query(CrawlError).one()
+    assert "новости" in error.message.lower()
+
+
+def test_checksum_changes_when_widget_data_changes():
+    base = _parsed_employee("widgets")
+    changed = _parsed_employee("widgets")
+    changed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [{"id": "1", "title": "New publication"}],
+        }
+    ]
+
+    assert _checksum(base) != _checksum(changed)
+
+
+def test_checksum_ignores_date_dependent_experience_text():
+    first = _parsed_employee("experience")
+    second = _parsed_employee("experience")
+    first["sections"] = [{"raw_text": "Стаж работы в НИУ ВШЭ: 5 лет"}]
+    second["sections"] = [{"raw_text": "Стаж работы в НИУ ВШЭ: 6 лет"}]
+
+    assert _checksum(first) == _checksum(second)
+
+
+def _parsed_employee(profile_id: str) -> dict:
+    return {
+        "source_url": f"https://www.hse.ru/staff/{profile_id}",
+        "profile_type": "staff",
+        "profile_id": profile_id,
+        "full_name": "Same Person",
+        "tabs": [],
+        "sections": [],
+        "parser_version": "0.6.0",
+        "_html": "<html></html>",
+    }
+
+
+def _parsed_employee_with_publication(profile_id: str) -> dict:
+    parsed = _parsed_employee(profile_id)
+    parsed["sections"] = [
+        {
+            "type": "publications",
+            "publications": [
+                {
+                    "id": "888959076",
+                    "publication_id": "888959076",
+                    "title": "Detailed Publication",
+                    "year": 2023,
+                    "publication_type": "ARTICLE",
+                    "language": "ru",
+                    "status": 1,
+                    "url": "https://publications.hse.ru/view/888959076",
+                    "doi_url": "https://doi.org/10.1/test",
+                    "citation_text": "Detailed citation",
+                    "annotation": {"ru": "Аннотация"},
+                    "description": {"main": "Detailed citation"},
+                    "authors": [{"id": "1", "title_ru": "Автор"}],
+                    "raw_data": {"id": "888959076", "title": "Detailed Publication"},
+                }
+            ],
+        }
+    ]
+    return parsed
+
+
+def _parsed_employee_with_news(profile_id: str) -> dict:
+    parsed = _parsed_employee(profile_id)
+    parsed["sections"] = [
+        {
+            "type": "news",
+            "news_links": [
+                {
+                    "title": "News Title",
+                    "url": "https://www.hse.ru/news/1.html",
+                    "summary": "News summary",
+                    "published_at": "2026-04-28T00:00:00+00:00",
+                    "published_year": 2026,
+                    "raw_data": {"title": "News Title", "url": "https://www.hse.ru/news/1.html"},
+                }
+            ],
+        }
+    ]
+    return parsed

tests/test_db_schema.py

@@ -0,0 +1,144 @@
+from sqlalchemy import create_engine, inspect, text
+
+from app.db import _ensure_runtime_schema
+
+
+def test_runtime_schema_adds_skipped_count_to_existing_crawl_runs_table(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+
+    columns = {column["name"] for column in inspect(engine).get_columns("crawl_runs")}
+    assert "skipped_count" in columns
+
+
+def test_runtime_schema_creates_employee_publications_table_when_employees_exist(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE employees (
+                  id INTEGER PRIMARY KEY,
+                  profile_key VARCHAR(255) NOT NULL UNIQUE,
+                  canonical_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'active',
+                  first_seen_at DATETIME NOT NULL,
+                  last_seen_at DATETIME NOT NULL,
+                  created_at DATETIME NOT NULL,
+                  updated_at DATETIME NOT NULL
+                )
+                """
+            )
+        )
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0,
+                  skipped_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+    _ensure_runtime_schema()
+
+    inspector = inspect(engine)
+    assert "employee_publications" in inspector.get_table_names()
+    columns = {column["name"] for column in inspector.get_columns("employee_publications")}
+    assert {"employee_id", "publication_id", "doi_url", "authors", "raw_data", "source_hash"}.issubset(columns)
+
+
+def test_runtime_schema_creates_employee_news_links_table_when_employees_exist(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE employees (
+                  id INTEGER PRIMARY KEY,
+                  profile_key VARCHAR(255) NOT NULL UNIQUE,
+                  canonical_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'active',
+                  first_seen_at DATETIME NOT NULL,
+                  last_seen_at DATETIME NOT NULL,
+                  created_at DATETIME NOT NULL,
+                  updated_at DATETIME NOT NULL
+                )
+                """
+            )
+        )
+        connection.execute(
+            text(
+                """
+                CREATE TABLE crawl_runs (
+                  id INTEGER PRIMARY KEY,
+                  source_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'running',
+                  found_count INTEGER NOT NULL DEFAULT 0,
+                  parsed_count INTEGER NOT NULL DEFAULT 0,
+                  skipped_count INTEGER NOT NULL DEFAULT 0
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+    _ensure_runtime_schema()
+
+    inspector = inspect(engine)
+    assert "employee_news_links" in inspector.get_table_names()
+    columns = {column["name"] for column in inspector.get_columns("employee_news_links")}
+    assert {"employee_id", "title", "url", "summary", "published_at", "published_year", "source_hash", "raw_data"}.issubset(columns)
+
+
+def test_runtime_schema_adds_profile_verification_fields(monkeypatch):
+    engine = create_engine("sqlite:///:memory:")
+    with engine.begin() as connection:
+        connection.execute(
+            text(
+                """
+                CREATE TABLE employees (
+                  id INTEGER PRIMARY KEY,
+                  profile_key VARCHAR(255) NOT NULL UNIQUE,
+                  canonical_url TEXT NOT NULL,
+                  status VARCHAR(32) NOT NULL DEFAULT 'active',
+                  first_seen_at DATETIME NOT NULL,
+                  last_seen_at DATETIME NOT NULL,
+                  created_at DATETIME NOT NULL,
+                  updated_at DATETIME NOT NULL
+                )
+                """
+            )
+        )
+    monkeypatch.setattr("app.db.engine", engine)
+
+    _ensure_runtime_schema()
+
+    inspector = inspect(engine)
+    columns = {column["name"] for column in inspector.get_columns("employees")}
+    assert {"profile_unavailable_streak", "last_profile_check_at", "has_academic_degree"}.issubset(columns)
+    assert "employee_profile_urls" in inspector.get_table_names()

tests/test_employee_detail_template.py

@@ -13,6 +13,9 @@ def test_employee_detail_template_is_human_readable():
     assert "section.list_items" in template
     assert "Основная информация" in template
     assert "Контакты" in template
+    assert "В новостях" in template
+    assert "employee_view.news_links" in template
+    assert "news.summary" in template
     assert "Разделы профиля" in template
     assert "graduation_theses" in template
     assert "Год защиты" in template
@@ -27,4 +30,6 @@ def test_employee_detail_template_is_human_readable():
     assert "Дата увольнения" in template
     assert "Тип профиля" in template
     assert "ID профиля" in template
+    assert "Обновить данные" in template
+    assert 'action="/admin/employees/{{ employee.id }}/refresh"' in template
     assert "Снапшоты" in template

tests/test_parser.py

@@ -1,6 +1,6 @@
 from bs4 import BeautifulSoup
 
-from app.parser.profile import enrich_sections_from_hse_widgets, extract_person_tabs
+from app.parser.profile import enrich_sections_from_hse_widgets, extract_person_tabs, extract_sections
 from app.parser.profile_url import normalize_profile_url, parse_profile_identity
 
 
@@ -34,7 +34,21 @@ class FakeSession:
                             "type": "ARTICLE",
                             "title": "Дублирование пакетов",
                             "year": 2023,
+                            "language": {"name": "ru"},
+                            "status": 1,
+                            "authorsByType": {
+                                "author": [
+                                    {
+                                        "id": "568398853",
+                                        "href": "/org/persons/568398853",
+                                        "title": {"ru": "Левицкий И. А.", "en": ""},
+                                        "reverseTitle": {"ru": "И. А. Левицкий", "en": ""},
+                                    }
+                                ]
+                            },
                             "description": {"short": {"ru": "Информационные процессы. 2023."}},
+                            "annotation": {"ru": "<p>Русская аннотация</p>"},
+                            "documents": {"DOI": {"href": "https://doi.org/10.1/test"}},
                         }
                     ],
                 },
@@ -153,6 +167,9 @@ def test_enrich_sections_from_hse_widgets_loads_publications_and_vkr():
 
     assert publications["publications_count"] == 1
     assert publications["publications"][0]["url"] == "https://publications.hse.ru/view/888959076"
+    assert publications["publications"][0]["doi_url"] == "https://doi.org/10.1/test"
+    assert publications["publications"][0]["annotation"] == {"ru": "Русская аннотация"}
+    assert publications["publications"][0]["authors"][0]["is_current_employee"] is True
     assert theses["theses_count"] == 1
     assert theses["theses"][0]["student"] == "Лесняк Владислав Евгеньевич"
     assert theses["theses"][0]["project_url"] == "https://www.hse.ru/edu/vkr/1045750164"
@@ -184,3 +201,76 @@ def test_enrich_sections_from_hse_widgets_loads_grouped_publications():
     assert [item["id"] for item in publications["publications"]] == ["146366790", "146367323"]
     assert publications["publications"][0]["url"] == "https://publications.hse.ru/view/146366790"
     assert publications["publications"][1]["url"] == "https://publications.hse.ru/view/146367323"
+
+
+def test_news_heading_with_publications_word_does_not_absorb_widget_publications():
+    soup = BeautifulSoup(
+        """
+        <h2>Статья профессора МИЭМ вошла в число самых популярных публикаций на портале SpringerLink</h2>
+        <div class="post__text">
+          <p>Первоначально статья профессора вышла в российском журнале.</p>
+        </div>
+        <script src="/n/stat/publications/dist-w/publs.js" data-author="133709486" data-widget-name="AuthorSearch"></script>
+        """,
+        "html.parser",
+    )
+    session = FakeSession()
+
+    sections = extract_sections(soup, "https://www.hse.ru/org/persons/133709486")
+    sections = enrich_sections_from_hse_widgets(
+        session,
+        soup,
+        "https://www.hse.ru/org/persons/133709486",
+        {"User-Agent": "test"},
+        10,
+        sections,
+    )
+
+    assert sections[0]["type"] == "paragraphs"
+    assert sections[0]["title"].startswith("Статья профессора")
+    publications = [section for section in sections if section["type"] == "publications"]
+    assert len(publications) == 1
+    assert publications[0]["title"] == "Публикации и исследования"
+    assert publications[0]["publications_count"] == 1
+
+
+def test_extract_sections_parses_employee_news_links():
+    soup = BeautifulSoup(
+        """
+        <div class="b-person-data posts hidden printable" data-tab="press_links_news" tab-node="press_links_news">
+          <div class="post f8">
+            <div class="post__extra">
+              <div class="post-meta">
+                <div class="post-meta__date">
+                  <div class="post-meta__day">28</div>
+                  <div class="post-meta__month">апр.</div>
+                  <div class="post-meta__year">2026</div>
+                </div>
+              </div>
+            </div>
+            <div class="post__content">
+              <h2 class="first_child"><a class="link" href="/news/edu/1153850518.html">Как финал ВсОШ формирует кадры</a></h2>
+              <div class="post__text"><p class="with-indent">Краткое описание новости.</p></div>
+            </div>
+          </div>
+          <div class="post f8">
+            <div class="post__content">
+              <h2><a href="https://miem.hse.ru/news/1123589375.html">Партнер магистратуры</a></h2>
+            </div>
+          </div>
+        </div>
+        """,
+        "html.parser",
+    )
+
+    sections = extract_sections(soup, "https://www.hse.ru/staff/avsergeev")
+
+    assert len(sections) == 1
+    news = sections[0]
+    assert news["type"] == "news"
+    assert news["news_count"] == 2
+    assert news["news_links"][0]["title"] == "Как финал ВсОШ формирует кадры"
+    assert news["news_links"][0]["url"] == "https://www.hse.ru/news/edu/1153850518.html"
+    assert news["news_links"][0]["summary"] == "Краткое описание новости."
+    assert news["news_links"][0]["published_at"] == "2026-04-28T00:00:00+00:00"
+    assert news["news_links"][0]["published_year"] == 2026