feature: add MIEM employees parser service with admin UI and MCP

app/__init__.py

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+"""MIEM employees service."""

app/admin.py

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+from fastapi import APIRouter, BackgroundTasks, Depends, Form, Request, Response
+from fastapi.responses import HTMLResponse, RedirectResponse
+from fastapi.templating import Jinja2Templates
+from sqlalchemy import desc, func, or_, 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.crawler import run_crawl
+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 = {
+        "active": db.scalar(select(func.count()).select_from(Employee).where(Employee.status == "active")) or 0,
+        "dismissed": db.scalar(select(func.count()).select_from(Employee).where(Employee.status == "dismissed")) or 0,
+        "runs": db.scalar(select(func.count()).select_from(CrawlRun)) or 0,
+        "errors": db.scalar(select(func.count()).select_from(CrawlError)) or 0,
+    }
+    runs = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(10)).all()
+    return _render(request, "dashboard.html", {"counts": counts, "runs": runs})
+
+
+@router.get("/login", response_class=HTMLResponse)
+def login_form(request: Request):
+    return _render(request, "login.html", {"error": None})
+
+
+@router.post("/login")
+def login(
+    response: Response,
+    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,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+    stmt = select(Employee)
+    if status:
+        stmt = stmt.where(Employee.status == status)
+    if q:
+        pattern = f"%{q}%"
+        stmt = stmt.where(or_(Employee.full_name.ilike(pattern), Employee.canonical_url.ilike(pattern)))
+    items = db.scalars(stmt.order_by(Employee.full_name).limit(200)).all()
+    return _render(request, "employees.html", {"employees": items, "status": status or "", "q": q or ""})
+
+
+@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 = sorted(employee.snapshots, key=lambda item: item.captured_at, reverse=True)[:20]
+    return _render(request, "employee_detail.html", {"employee": 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)
+    items = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(50)).all()
+    errors = db.scalars(select(CrawlError).order_by(desc(CrawlError.created_at)).limit(50)).all()
+    return _render(request, "runs.html", {"runs": items, "errors": errors})
+
+
+@router.post("/runs")
+def trigger_run(
+    request: Request,
+    background_tasks: BackgroundTasks,
+    settings: Settings = Depends(get_settings),
+):
+    require_admin(request, settings)
+
+    def _crawl() -> None:
+        with SessionLocal() as db:
+            run_crawl(db, settings)
+
+    background_tasks.add_task(_crawl)
+    return RedirectResponse("/admin/runs", 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(template, payload, status_code=status_code)

app/api.py

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+from fastapi import APIRouter, BackgroundTasks, Depends, Request
+from sqlalchemy import desc, or_, select
+from sqlalchemy.orm import Session
+
+from app.config import Settings, get_settings
+from app.db import SessionLocal, get_db
+from app.models import CrawlRun, Employee
+from app.security import require_admin
+from app.services.crawler import run_crawl
+from app.version import BACKEND_VERSION, FRONTEND_VERSION
+
+router = APIRouter(prefix="/api")
+
+
+@router.get("/health")
+def health() -> dict:
+    return {"status": "ok", "backend_version": BACKEND_VERSION, "frontend_version": FRONTEND_VERSION}
+
+
+@router.get("/employees")
+def list_employees(
+    request: Request,
+    status: str | None = None,
+    q: str | None = None,
+    limit: int = 50,
+    offset: int = 0,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_admin(request, settings)
+    stmt = select(Employee)
+    if status:
+        stmt = stmt.where(Employee.status == status)
+    if q:
+        pattern = f"%{q}%"
+        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).offset(offset)).all()
+    return {"items": [_employee_summary(item) for item in employees], "limit": limit, "offset": offset}
+
+
+@router.get("/employees/{employee_id}")
+def get_employee(
+    employee_id: int,
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_admin(request, settings)
+    employee = db.get(Employee, employee_id)
+    if not employee:
+        return {"error": "not_found"}
+    return _employee_detail(employee)
+
+
+@router.get("/crawl-runs")
+def list_crawl_runs(
+    request: Request,
+    limit: int = 20,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_admin(request, settings)
+    runs = db.scalars(select(CrawlRun).order_by(desc(CrawlRun.started_at)).limit(limit)).all()
+    return {"items": [_run_summary(run) for run in runs]}
+
+
+@router.post("/crawl-runs")
+def trigger_crawl(
+    request: Request,
+    background_tasks: BackgroundTasks,
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_admin(request, settings)
+
+    def _crawl() -> None:
+        with SessionLocal() as db:
+            run_crawl(db, settings)
+
+    background_tasks.add_task(_crawl)
+    return {"status": "scheduled"}
+
+
+def _employee_summary(employee: Employee) -> dict:
+    return {
+        "id": employee.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,
+    }
+
+
+def _employee_detail(employee: Employee) -> dict:
+    data = _employee_summary(employee)
+    data["current_data"] = employee.current_data
+    data["tabs"] = [{"title": tab.title, "href": tab.href, "data_index": tab.data_index} for tab in employee.tabs]
+    return data
+
+
+def _run_summary(run: CrawlRun) -> dict:
+    return {
+        "id": run.id,
+        "source_url": run.source_url,
+        "status": run.status,
+        "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,
+        "message": run.message,
+    }

app/config.py

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+from functools import lru_cache
+from pydantic import Field
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+
+class Settings(BaseSettings):
+    model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8", extra="ignore")
+
+    database_url: str = "sqlite:///./miem_workers.db"
+    source_url: str = "https://miem.hse.ru/persons"
+    crawl_cron: str = "0 3 * * 1"
+    crawl_limit: int | None = None
+    request_timeout: int = 30
+    request_delay_seconds: float = 1.0
+    parser_use_playwright: bool = False
+
+    admin_username: str = "admin"
+    admin_password: str = "admin"
+    session_secret: str = Field(default="dev-session-secret", min_length=8)
+    mcp_token: str = "dev-mcp-token"
+
+
+@lru_cache
+def get_settings() -> Settings:
+    return Settings()

app/db.py

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+from collections.abc import Generator
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import DeclarativeBase, Session, sessionmaker
+
+from app.config import get_settings
+
+
+class Base(DeclarativeBase):
+    pass
+
+
+def _connect_args(database_url: str) -> dict[str, object]:
+    if database_url.startswith("sqlite"):
+        return {"check_same_thread": False}
+    return {}
+
+
+settings = get_settings()
+engine = create_engine(settings.database_url, connect_args=_connect_args(settings.database_url))
+SessionLocal = sessionmaker(bind=engine, autoflush=False, autocommit=False)
+
+
+def init_db() -> None:
+    import app.models  # noqa: F401
+
+    Base.metadata.create_all(bind=engine)
+
+
+def get_db() -> Generator[Session, None, None]:
+    db = SessionLocal()
+    try:
+        yield db
+    finally:
+        db.close()

app/main.py

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+from fastapi import FastAPI
+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")
+def startup() -> None:
+    init_db()
+
+
+@app.get("/")
+def root() -> dict:
+    return {"service": "miem-employees", "version": BACKEND_VERSION, "admin": "/admin"}

app/mcp.py

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+import json
+
+from fastapi import APIRouter, Depends, Request
+from sqlalchemy import desc, or_, select
+from sqlalchemy.orm import Session
+
+from app.config import Settings, get_settings
+from app.db import get_db
+from app.models import CrawlRun, Employee
+from app.security import require_mcp_token
+
+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": {}},
+    },
+]
+
+
+@router.post("")
+async def mcp_http(
+    request: Request,
+    db: Session = Depends(get_db),
+    settings: Settings = Depends(get_settings),
+) -> dict:
+    require_mcp_token(request, settings)
+    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": "0.1.0"},
+                "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"})
+    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

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+from datetime import datetime, timezone
+
+from sqlalchemy import 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
+
+from app.db import Base
+
+
+def utcnow() -> datetime:
+    return datetime.now(timezone.utc)
+
+
+json_type = JSON().with_variant(JSONB, "postgresql")
+
+
+class Employee(Base):
+    __tablename__ = "employees"
+    __table_args__ = (
+        UniqueConstraint("profile_key", name="uq_employees_profile_key"),
+        Index("ix_employees_full_name", "full_name"),
+        Index("ix_employees_status", "status"),
+    )
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    profile_key: Mapped[str] = mapped_column(String(255), nullable=False)
+    profile_type: Mapped[str | None] = mapped_column(String(50))
+    profile_id: Mapped[str | None] = mapped_column(String(255))
+    canonical_url: Mapped[str] = mapped_column(Text, nullable=False)
+    full_name: Mapped[str | None] = mapped_column(Text)
+    status: Mapped[str] = mapped_column(String(32), default="active", 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)
+    dismissed_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)
+    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")
+    tabs: Mapped[list["ProfileTab"]] = relationship(back_populates="employee", cascade="all, delete-orphan")
+
+
+class EmployeeSnapshot(Base):
+    __tablename__ = "employee_snapshots"
+    __table_args__ = (Index("ix_employee_snapshots_employee_id", "employee_id"),)
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id"), nullable=False)
+    crawl_run_id: Mapped[int | None] = mapped_column(ForeignKey("crawl_runs.id"))
+    parsed_data: Mapped[dict] = mapped_column(json_type, nullable=False)
+    html_snapshot: Mapped[bytes | None] = mapped_column(LargeBinary)
+    checksum: Mapped[str] = mapped_column(String(64), nullable=False)
+    parser_version: Mapped[str | None] = mapped_column(String(32))
+    captured_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+    employee: Mapped[Employee] = relationship(back_populates="snapshots")
+
+
+class CrawlRun(Base):
+    __tablename__ = "crawl_runs"
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    source_url: Mapped[str] = mapped_column(Text, nullable=False)
+    status: Mapped[str] = mapped_column(String(32), default="running", nullable=False)
+    started_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+    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)
+    error_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    dismissed_count: Mapped[int] = mapped_column(Integer, default=0, nullable=False)
+    message: Mapped[str | None] = mapped_column(Text)
+
+
+class CrawlError(Base):
+    __tablename__ = "crawl_errors"
+    __table_args__ = (Index("ix_crawl_errors_run_id", "crawl_run_id"),)
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    crawl_run_id: Mapped[int] = mapped_column(ForeignKey("crawl_runs.id"), nullable=False)
+    profile_url: Mapped[str | None] = mapped_column(Text)
+    error_type: Mapped[str] = mapped_column(String(255), nullable=False)
+    message: Mapped[str] = mapped_column(Text, nullable=False)
+    created_at: Mapped[datetime] = mapped_column(DateTime(timezone=True), default=utcnow, nullable=False)
+
+
+class ProfileTab(Base):
+    __tablename__ = "profile_tabs"
+    __table_args__ = (Index("ix_profile_tabs_employee_id", "employee_id"),)
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    employee_id: Mapped[int] = mapped_column(ForeignKey("employees.id"), nullable=False)
+    title: Mapped[str] = mapped_column(Text, nullable=False)
+    href: Mapped[str] = mapped_column(Text, nullable=False)
+    data_index: Mapped[str | None] = mapped_column(String(64))
+
+    employee: Mapped[Employee] = relationship(back_populates="tabs")
+
+
+class ParserSource(Base):
+    __tablename__ = "parser_sources"
+    __table_args__ = (UniqueConstraint("source_url", name="uq_parser_sources_source_url"),)
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    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)

app/parser/__init__.py

@@ -0,0 +1 @@
+"""HTML parsing helpers for HSE/MIEM employee pages."""

app/parser/collector.py

@@ -0,0 +1,19 @@
+from bs4 import BeautifulSoup
+from requests import Session
+
+from app.parser.profile_url import normalize_profile_url
+
+
+def collect_profile_links(session: Session, source_url: str, headers: dict[str, str], timeout: int) -> list[str]:
+    response = session.get(source_url, headers=headers, timeout=timeout)
+    response.raise_for_status()
+    soup = BeautifulSoup(response.text, "html.parser")
+
+    seen: set[str] = set()
+    collected: list[str] = []
+    for anchor in soup.find_all("a", href=True):
+        normalized = normalize_profile_url(anchor["href"])
+        if normalized and normalized not in seen:
+            seen.add(normalized)
+            collected.append(normalized)
+    return collected

app/parser/profile.py

@@ -0,0 +1,380 @@
+import re
+from urllib.parse import urljoin
+
+from bs4 import BeautifulSoup, NavigableString, Tag
+from requests import Session
+
+from app.parser.profile_url import normalize_profile_url, parse_profile_identity
+from app.version import BACKEND_VERSION
+
+_YEAR_PATTERN = re.compile(r"Начал[аи]?\s+работать.*?ВШЭ.*?(\d{4})", re.IGNORECASE)
+_EMAIL_PATTERN = re.compile(r"([A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\.[A-Za-z]{2,})")
+_PHONE_PATTERN = re.compile(r"(?:Телефон|Phone)\s*:\s*([+()\d\-\s]{8,})", re.IGNORECASE)
+
+
+def normalize_ws(value: str | None) -> str:
+    return re.sub(r"\s+", " ", value or "").strip()
+
+
+def extract_person_tabs(soup: BeautifulSoup, source_url: str) -> list[dict[str, str | None]]:
+    selectors = (
+        "div.person-menu.is-desktop.small.person-menu-addition",
+        ".person-menu",
+    )
+    for selector in selectors:
+        menu = soup.select_one(selector)
+        if not menu:
+            continue
+        tabs = []
+        for anchor in menu.select("a[href]"):
+            title = normalize_ws(anchor.get_text(" ", strip=True))
+            href = anchor.get("href", "").strip()
+            if title and href:
+                tabs.append(
+                    {
+                        "data_index": anchor.get("data-index"),
+                        "title": title,
+                        "href": urljoin(source_url, href),
+                    }
+                )
+        if tabs:
+            return _dedupe_tabs(tabs)
+    return []
+
+
+def extract_person_header(soup: BeautifulSoup, source_url: str) -> dict:
+    name_node = soup.select_one("h1.person-caption") or soup.find("h1")
+    text = normalize_ws(soup.get_text(" ", strip=True))
+    year_match = _YEAR_PATTERN.search(text)
+    contacts = {"phones": [], "emails": [], "address": None, "items": []}
+
+    for email in _EMAIL_PATTERN.findall(text):
+        if email not in contacts["emails"]:
+            contacts["emails"].append(email)
+    for phone in _PHONE_PATTERN.findall(text):
+        normalized_phone = normalize_ws(phone)
+        if normalized_phone and normalized_phone not in contacts["phones"]:
+            contacts["phones"].append(normalized_phone)
+
+    address_match = re.search(
+        r"(Адрес[:\s].{0,220}?)(?:\s+Время|\s+Расписание|\s+SPIN|\s+ORCID|$)",
+        text,
+        flags=re.IGNORECASE,
+    )
+    if address_match:
+        contacts["address"] = normalize_ws(address_match.group(1)).rstrip(",")
+
+    positions = []
+    for li in soup.select("ul.g-ul.g-list.small.employment-add li, ul.employment-add li"):
+        value = normalize_ws(li.get_text(" ", strip=True))
+        if value:
+            positions.append(value)
+
+    external_ids = []
+    id_domains = (
+        ("ORCID", "orcid.org"),
+        ("Scopus AuthorID", "scopus.com"),
+        ("ResearcherID", "webofscience.com"),
+        ("Google Scholar", "scholar.google."),
+        ("SPIN РИНЦ", "elibrary.ru"),
+    )
+    for anchor in soup.select("a[href]"):
+        href = anchor.get("href", "").strip()
+        label = normalize_ws(anchor.get_text(" ", strip=True))
+        for system, marker in id_domains:
+            if marker in href:
+                external_ids.append({"system": system, "value": label or system, "url": href})
+                break
+
+    return {
+        "source_url": source_url,
+        "full_name": normalize_ws(name_node.get_text(" ", strip=True)) if name_node else None,
+        "positions": positions,
+        "hse_start_year": int(year_match.group(1)) if year_match else None,
+        "contacts": contacts,
+        "external_ids": _dedupe_dicts(external_ids),
+    }
+
+
+def extract_sections(soup: BeautifulSoup, source_url: str) -> list[dict]:
+    sections = []
+    for h2 in soup.select("h2"):
+        title = normalize_ws(h2.get_text(" ", strip=True))
+        if not title or "расписание занятий" in title.lower():
+            continue
+        nodes = _collect_between_h2(h2)
+        raw_text = _nodes_raw_text(nodes)
+        paragraphs = _nodes_paragraphs(nodes)
+        items = _nodes_list_items(nodes)
+        links = []
+        for node in nodes:
+            if isinstance(node, Tag):
+                links.extend(_extract_links(node, source_url))
+
+        section_type = _infer_section_type(title, nodes)
+        section = {
+            "title": title,
+            "slug": _slugify(title),
+            "type": section_type,
+            "raw_text": raw_text,
+            "paragraphs": paragraphs,
+            "items": items,
+            "links": links,
+        }
+
+        if section_type == "publications":
+            section["publications_count"], section["publications"] = _parse_publications(title, nodes, source_url)
+            section["items"] = [item["text"] for item in section["publications"] if item.get("text")]
+        elif section_type == "courses_by_year":
+            section["academic_year"], section["courses"] = _parse_courses(title, nodes, source_url)
+            section.pop("items", None)
+            section.pop("links", None)
+        elif section_type == "table":
+            section["table"] = _parse_table(nodes, source_url)
+        elif "выпускные квалификационные работы студентов ниу вшэ" in title.lower():
+            section["items"] = _parse_vkr_items(nodes)
+
+        year_entries = _parse_year_entries(nodes, source_url)
+        if year_entries:
+            section["year_entries"] = year_entries
+            if section_type in {"generic", "paragraphs"}:
+                section["type"] = "year_blocks"
+        sections.append(section)
+    return sections
+
+
+def parse_person_profile(
+    session: Session,
+    source_url: str,
+    headers: dict[str, str],
+    timeout: int,
+    use_playwright: bool = False,
+) -> 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
+    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)
+    internal_links = [tab["href"] for tab in tabs if tab.get("href")]
+
+    return {
+        "source_url": normalized_url,
+        "profile_type": profile_type,
+        "profile_id": profile_id,
+        "full_name": header.get("full_name"),
+        "positions": header.get("positions") or [],
+        "hse_start_year": header.get("hse_start_year"),
+        "contacts": header.get("contacts") or {},
+        "external_ids": header.get("external_ids") or [],
+        "tabs": tabs,
+        "sections": sections,
+        "employee_internal_links": internal_links,
+        "parser_version": BACKEND_VERSION,
+        "_html": html,
+    }
+
+
+def _render_with_playwright(source_url: str, fallback_html: str) -> str:
+    try:
+        from playwright.sync_api import sync_playwright
+    except Exception:
+        return fallback_html
+    try:
+        with sync_playwright() as playwright:
+            browser = playwright.chromium.launch(headless=True)
+            page = browser.new_page()
+            page.goto(source_url, wait_until="domcontentloaded", timeout=45000)
+            for index in range(page.locator(".person-menu a").count()):
+                try:
+                    page.locator(".person-menu a").nth(index).click(timeout=2500, force=True)
+                    page.wait_for_timeout(450)
+                except Exception:
+                    continue
+            html = page.content()
+            browser.close()
+            return html
+    except Exception:
+        return fallback_html
+
+
+def _collect_between_h2(start_h2: Tag) -> list[Tag | NavigableString | str]:
+    nodes = []
+    for sibling in start_h2.next_siblings:
+        if isinstance(sibling, Tag) and sibling.name == "h2":
+            break
+        if isinstance(sibling, NavigableString) and not normalize_ws(str(sibling)):
+            continue
+        nodes.append(sibling)
+    return nodes
+
+
+def _extract_links(node: Tag, source_url: str) -> list[dict[str, str]]:
+    links = []
+    for anchor in node.select("a[href]"):
+        text = normalize_ws(anchor.get_text(" ", strip=True))
+        href = anchor.get("href", "").strip()
+        if text and href and "timetable" not in href.lower() and "расписание" not in text.lower():
+            links.append({"text": text, "url": urljoin(source_url, href)})
+    return links
+
+
+def _nodes_raw_text(nodes: list) -> str:
+    chunks = []
+    for node in nodes:
+        text = normalize_ws(node.get_text(" ", strip=True) if isinstance(node, Tag) else str(node))
+        if text:
+            chunks.append(text)
+    return "\n".join(chunks)
+
+
+def _nodes_paragraphs(nodes: list) -> list[str]:
+    paragraphs = []
+    for node in nodes:
+        if isinstance(node, Tag):
+            paragraphs.extend(normalize_ws(p.get_text(" ", strip=True)) for p in node.select("p"))
+    return [p for p in paragraphs if p]
+
+
+def _nodes_list_items(nodes: list) -> list[str]:
+    items = []
+    for node in nodes:
+        if isinstance(node, Tag):
+            items.extend(normalize_ws(li.get_text(" ", strip=True)) for li in node.select("li"))
+    return [item for item in items if item and "расписание" not in item.lower()]
+
+
+def _infer_section_type(title: str, nodes: list) -> str:
+    lowered = title.lower()
+    if _has_table(nodes):
+        return "table"
+    if "публикац" in lowered:
+        return "publications"
+    if "учебные курсы" in lowered:
+        return "courses_by_year"
+    if _nodes_list_items(nodes):
+        return "list"
+    if _nodes_paragraphs(nodes):
+        return "paragraphs"
+    return "generic"
+
+
+def _has_table(nodes: list) -> bool:
+    return any(isinstance(node, Tag) and (node.name == "table" or node.find("table")) for node in nodes)
+
+
+def _parse_table(nodes: list, source_url: str) -> dict:
+    for node in nodes:
+        if not isinstance(node, Tag):
+            continue
+        table = node if node.name == "table" else node.find("table")
+        if not table:
+            continue
+        headers = [normalize_ws(th.get_text(" ", strip=True)) for th in table.select("th")]
+        rows = []
+        for tr in table.select("tr"):
+            cells = [normalize_ws(td.get_text(" ", strip=True)) for td in tr.select("td")]
+            if cells:
+                link = tr.find("a", href=True)
+                rows.append({"cells": cells, "link_url": urljoin(source_url, link["href"]) if link else None})
+        return {"headers": headers, "rows": rows}
+    return {"headers": [], "rows": []}
+
+
+def _parse_publications(title: str, nodes: list, source_url: str) -> tuple[int | None, list[dict]]:
+    count_match = re.search(r"(\d+)\s*$", title)
+    publications = []
+    for node in nodes:
+        if not isinstance(node, Tag):
+            continue
+        for li in node.select("li"):
+            text = normalize_ws(li.get_text(" ", strip=True))
+            anchor = li.find("a", href=True)
+            if text:
+                publications.append(
+                    {
+                        "title": normalize_ws(anchor.get_text(" ", strip=True)) if anchor else text,
+                        "url": urljoin(source_url, anchor["href"]) if anchor else None,
+                        "text": text,
+                    }
+                )
+        if publications:
+            break
+    if not publications:
+        publications = [{"title": line, "url": None, "text": line} for line in _nodes_raw_text(nodes).split("\n") if line]
+    return int(count_match.group(1)) if count_match else None, publications
+
+
+def _parse_courses(title: str, nodes: list, source_url: str) -> tuple[str | None, list[dict]]:
+    year_match = re.search(r"(\d{4}/\d{4})", title)
+    courses = []
+    for node in nodes:
+        if isinstance(node, Tag):
+            for li in node.select("li"):
+                anchor = li.find("a", href=True)
+                course_title = normalize_ws(anchor.get_text(" ", strip=True) if anchor else li.get_text(" ", strip=True))
+                if course_title:
+                    courses.append({"title": course_title, "url": urljoin(source_url, anchor["href"]) if anchor else None})
+    return year_match.group(1) if year_match else None, _dedupe_dicts(courses)
+
+
+def _parse_year_entries(nodes: list, source_url: str) -> list[dict]:
+    entries = []
+    for node in nodes:
+        if not isinstance(node, Tag):
+            continue
+        for year_node in node.select(".person-list-hangover"):
+            year_match = re.search(r"(19\d{2}|20\d{2})", year_node.get_text(" ", strip=True))
+            parent = year_node.parent
+            if parent:
+                entries.append(
+                    {
+                        "year": int(year_match.group(1)) if year_match else None,
+                        "text": normalize_ws(parent.get_text(" ", strip=True)),
+                        "links": _extract_links(parent, source_url),
+                    }
+                )
+    return entries
+
+
+def _parse_vkr_items(nodes: list) -> list[str]:
+    items = []
+    for node in nodes:
+        if isinstance(node, Tag):
+            items.extend(normalize_ws(li.get_text(" ", strip=True)) for li in node.select("li"))
+    return [item for item in dict.fromkeys(items) if item]
+
+
+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"
+
+
+def _dedupe_tabs(items: list[dict]) -> list[dict]:
+    seen = set()
+    unique = []
+    for item in items:
+        key = (item.get("title"), item.get("href"))
+        if key not in seen:
+            seen.add(key)
+            unique.append(item)
+    return unique
+
+
+def _dedupe_dicts(items: list[dict]) -> list[dict]:
+    seen = set()
+    unique = []
+    for item in items:
+        key = tuple(sorted(item.items()))
+        if key not in seen:
+            seen.add(key)
+            unique.append(item)
+    return unique

app/parser/profile_url.py

@@ -0,0 +1,46 @@
+import re
+from urllib.parse import urljoin, urlsplit, urlunsplit
+
+BASE_URL = "https://www.hse.ru"
+
+_ORG_PATTERN = re.compile(r"^/org/persons/(\d+)/?$")
+_STAFF_PATTERN = re.compile(r"^/staff/([^/?#]+)/?$")
+
+
+def normalize_profile_url(href: str | None) -> str | None:
+    if not href:
+        return None
+    candidate = urljoin(BASE_URL + "/", href.strip())
+    split = urlsplit(candidate)
+    path = split.path.rstrip("/")
+
+    org_match = _ORG_PATTERN.match(path + "/")
+    if org_match:
+        return urlunsplit(("https", "www.hse.ru", f"/org/persons/{org_match.group(1)}", "", ""))
+
+    staff_match = _STAFF_PATTERN.match(path + "/")
+    if staff_match:
+        return urlunsplit(("https", "www.hse.ru", f"/staff/{staff_match.group(1)}", "", ""))
+
+    return None
+
+
+def parse_profile_identity(profile_url: str) -> tuple[str | None, str | None]:
+    normalized = normalize_profile_url(profile_url)
+    if not normalized:
+        return None, None
+    path = urlsplit(normalized).path.rstrip("/")
+    org_match = _ORG_PATTERN.match(path + "/")
+    if org_match:
+        return "org_person", org_match.group(1)
+    staff_match = _STAFF_PATTERN.match(path + "/")
+    if staff_match:
+        return "staff", staff_match.group(1)
+    return None, None
+
+
+def profile_key(profile_url: str) -> str | None:
+    profile_type, profile_id = parse_profile_identity(profile_url)
+    if not profile_type or not profile_id:
+        return None
+    return f"{profile_type}:{profile_id}"

app/security.py

@@ -0,0 +1,52 @@
+import base64
+import hashlib
+import hmac
+import json
+import time
+
+from fastapi import HTTPException, Request, status
+
+from app.config import Settings
+
+SESSION_COOKIE = "miem_admin_session"
+
+
+def verify_admin(username: str, password: str, settings: Settings) -> bool:
+    return hmac.compare_digest(username, settings.admin_username) and hmac.compare_digest(
+        password, settings.admin_password
+    )
+
+
+def sign_session(username: str, settings: Settings) -> str:
+    payload = base64.urlsafe_b64encode(
+        json.dumps({"sub": username, "iat": int(time.time())}, separators=(",", ":")).encode("utf-8")
+    ).decode("ascii")
+    signature = hmac.new(settings.session_secret.encode("utf-8"), payload.encode("ascii"), hashlib.sha256).hexdigest()
+    return f"{payload}.{signature}"
+
+
+def read_session(token: str | None, settings: Settings) -> str | None:
+    if not token or "." not in token:
+        return None
+    payload, signature = token.rsplit(".", 1)
+    expected = hmac.new(settings.session_secret.encode("utf-8"), payload.encode("ascii"), hashlib.sha256).hexdigest()
+    if not hmac.compare_digest(signature, expected):
+        return None
+    try:
+        data = json.loads(base64.urlsafe_b64decode(payload.encode("ascii")))
+    except Exception:
+        return None
+    return data.get("sub")
+
+
+def require_admin(request: Request, settings: Settings) -> str:
+    username = read_session(request.cookies.get(SESSION_COOKIE), settings)
+    if not username:
+        raise HTTPException(status_code=status.HTTP_303_SEE_OTHER, headers={"Location": "/admin/login"})
+    return username
+
+
+def require_mcp_token(request: Request, settings: Settings) -> None:
+    auth = request.headers.get("authorization", "")
+    if not auth.startswith("Bearer ") or not hmac.compare_digest(auth.removeprefix("Bearer ").strip(), settings.mcp_token):
+        raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail="Invalid MCP token")

app/services/__init__.py

@@ -0,0 +1 @@
+"""Application services."""

app/services/crawler.py

@@ -0,0 +1,159 @@
+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, Employee, 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/)"
+}
+
+
+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
+    try:
+        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, found_keys)
+        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 _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)
+
+    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()
+
+    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, found_keys: set[str]) -> 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
+        employee.status = "dismissed"
+        employee.dismissed_at = now
+        dismissed += 1
+    db.commit()
+    return dismissed
+
+
+def _checksum(data: dict) -> str:
+    payload = json.dumps(data, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(payload.encode("utf-8")).hexdigest()

app/static/admin.css

@@ -0,0 +1,153 @@
+.admin {
+  margin: 0;
+  min-height: 100vh;
+  color: #1f2937;
+  background: #f6f7f9;
+  font-family: Arial, sans-serif;
+}
+
+.admin__header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 24px;
+  padding: 18px 32px;
+  background: #ffffff;
+  border-bottom: 1px solid #d9dee7;
+}
+
+.admin__brand {
+  margin: 0;
+  font-size: 20px;
+}
+
+.admin__nav {
+  display: flex;
+  align-items: center;
+  gap: 14px;
+}
+
+.admin__link {
+  color: #0f766e;
+  text-decoration: none;
+  font-weight: 700;
+}
+
+.admin__main {
+  width: min(1180px, calc(100% - 32px));
+  margin: 28px auto;
+}
+
+.admin__footer {
+  padding: 20px 32px;
+  color: #6b7280;
+  border-top: 1px solid #d9dee7;
+  background: #ffffff;
+}
+
+.admin__grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
+  gap: 16px;
+}
+
+.metric {
+  padding: 18px;
+  background: #ffffff;
+  border: 1px solid #d9dee7;
+  border-radius: 8px;
+}
+
+.metric__label {
+  color: #6b7280;
+  font-size: 13px;
+}
+
+.metric__value {
+  margin-top: 8px;
+  font-size: 28px;
+  font-weight: 700;
+}
+
+.panel {
+  margin-top: 22px;
+  padding: 20px;
+  background: #ffffff;
+  border: 1px solid #d9dee7;
+  border-radius: 8px;
+}
+
+.panel__title {
+  margin: 0 0 16px;
+  font-size: 18px;
+}
+
+.table {
+  width: 100%;
+  border-collapse: collapse;
+}
+
+.table__cell,
+.table__head {
+  padding: 10px 8px;
+  border-bottom: 1px solid #e5e7eb;
+  text-align: left;
+  vertical-align: top;
+}
+
+.badge {
+  display: inline-block;
+  padding: 3px 8px;
+  border-radius: 999px;
+  background: #e0f2fe;
+  color: #075985;
+  font-size: 12px;
+}
+
+.badge--dismissed {
+  background: #fee2e2;
+  color: #991b1b;
+}
+
+.form {
+  display: grid;
+  gap: 12px;
+  max-width: 380px;
+}
+
+.form__label {
+  display: grid;
+  gap: 6px;
+  font-weight: 700;
+}
+
+.form__input,
+.form__select {
+  padding: 10px 12px;
+  border: 1px solid #cbd5e1;
+  border-radius: 6px;
+}
+
+.button {
+  padding: 10px 14px;
+  border: 0;
+  border-radius: 6px;
+  color: #ffffff;
+  background: #0f766e;
+  font-weight: 700;
+  cursor: pointer;
+}
+
+.button--ghost {
+  color: #0f766e;
+  background: transparent;
+}
+
+.code {
+  overflow-x: auto;
+  padding: 14px;
+  background: #111827;
+  color: #f9fafb;
+  border-radius: 8px;
+  white-space: pre-wrap;
+}

app/templates/base.html

@@ -0,0 +1,28 @@
+<!doctype html>
+<html lang="ru">
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>{% block title %}MIEM Employees{% endblock %}</title>
+    <link rel="stylesheet" href="/static/admin.css">
+  </head>
+  <body class="admin">
+    <header class="admin__header">
+      <h1 class="admin__brand">MIEM Employees</h1>
+      <nav class="admin__nav">
+        <a class="admin__link" href="/admin">Dashboard</a>
+        <a class="admin__link" href="/admin/employees">Employees</a>
+        <a class="admin__link" href="/admin/runs">Runs</a>
+        <form method="post" action="/admin/logout">
+          <button class="button button--ghost" type="submit">Logout</button>
+        </form>
+      </nav>
+    </header>
+    <main class="admin__main">
+      {% block content %}{% endblock %}
+    </main>
+    <footer class="admin__footer">
+      Backend {{ backend_version }} · Frontend {{ frontend_version }}
+    </footer>
+  </body>
+</html>

app/templates/dashboard.html

@@ -0,0 +1,21 @@
+{% extends "base.html" %}
+{% block title %}Dashboard · MIEM Employees{% endblock %}
+{% block content %}
+<section class="admin__grid">
+  <div class="metric"><div class="metric__label">Active</div><div class="metric__value">{{ counts.active }}</div></div>
+  <div class="metric"><div class="metric__label">Dismissed</div><div class="metric__value">{{ counts.dismissed }}</div></div>
+  <div class="metric"><div class="metric__label">Runs</div><div class="metric__value">{{ counts.runs }}</div></div>
+  <div class="metric"><div class="metric__label">Errors</div><div class="metric__value">{{ counts.errors }}</div></div>
+</section>
+<section class="panel">
+  <h2 class="panel__title">Latest runs</h2>
+  <table class="table">
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Status</th><th class="table__head">Parsed</th><th class="table__head">Errors</th><th class="table__head">Started</th></tr></thead>
+    <tbody>
+      {% for run in runs %}
+      <tr><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.started_at }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+{% endblock %}

app/templates/employee_detail.html

@@ -0,0 +1,28 @@
+{% extends "base.html" %}
+{% block title %}{{ employee.full_name }} · MIEM Employees{% endblock %}
+{% block content %}
+<section class="panel">
+  <h2 class="panel__title">{{ employee.full_name or employee.profile_key }}</h2>
+  <p><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status }}</span></p>
+  <p><a class="admin__link" href="{{ employee.canonical_url }}">{{ employee.canonical_url }}</a></p>
+  <h3>Tabs</h3>
+  <ul>
+    {% for tab in employee.tabs %}
+    <li><a class="admin__link" href="{{ tab.href }}">{{ tab.title }}</a></li>
+    {% endfor %}
+  </ul>
+  <h3>Current data</h3>
+  <pre class="code">{{ employee.current_data | tojson(indent=2) }}</pre>
+</section>
+<section class="panel">
+  <h2 class="panel__title">Snapshots</h2>
+  <table class="table">
+    <thead><tr><th class="table__head">Captured</th><th class="table__head">Checksum</th><th class="table__head">Parser</th></tr></thead>
+    <tbody>
+      {% for snapshot in snapshots %}
+      <tr><td class="table__cell">{{ snapshot.captured_at }}</td><td class="table__cell">{{ snapshot.checksum }}</td><td class="table__cell">{{ snapshot.parser_version }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+{% endblock %}

app/templates/employees.html

@@ -0,0 +1,29 @@
+{% extends "base.html" %}
+{% block title %}Employees · MIEM Employees{% endblock %}
+{% block content %}
+<section class="panel">
+  <h2 class="panel__title">Employees</h2>
+  <form class="form" method="get" action="/admin/employees">
+    <input class="form__input" name="q" value="{{ q }}" placeholder="Name or URL">
+    <select class="form__select" name="status">
+      <option value="" {% if not status %}selected{% endif %}>All</option>
+      <option value="active" {% if status == "active" %}selected{% endif %}>Active</option>
+      <option value="dismissed" {% if status == "dismissed" %}selected{% endif %}>Dismissed</option>
+    </select>
+    <button class="button" type="submit">Search</button>
+  </form>
+  <table class="table">
+    <thead><tr><th class="table__head">Name</th><th class="table__head">Status</th><th class="table__head">Last seen</th><th class="table__head">Profile</th></tr></thead>
+    <tbody>
+      {% for employee in employees %}
+      <tr>
+        <td class="table__cell"><a class="admin__link" href="/admin/employees/{{ employee.id }}">{{ employee.full_name or employee.profile_key }}</a></td>
+        <td class="table__cell"><span class="badge {% if employee.status == "dismissed" %}badge--dismissed{% endif %}">{{ employee.status }}</span></td>
+        <td class="table__cell">{{ employee.last_seen_at }}</td>
+        <td class="table__cell"><a class="admin__link" href="{{ employee.canonical_url }}">{{ employee.canonical_url }}</a></td>
+      </tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+{% endblock %}

app/templates/login.html

@@ -0,0 +1,25 @@
+<!doctype html>
+<html lang="ru">
+  <head>
+    <meta charset="utf-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+    <title>Login · MIEM Employees</title>
+    <link rel="stylesheet" href="/static/admin.css">
+  </head>
+  <body class="admin">
+    <main class="admin__main">
+      <section class="panel">
+        <h1 class="panel__title">Admin login</h1>
+        {% if error %}<p>{{ error }}</p>{% endif %}
+        <form class="form" method="post" action="/admin/login">
+          <label class="form__label">Login <input class="form__input" name="username" autocomplete="username"></label>
+          <label class="form__label">Password <input class="form__input" name="password" type="password" autocomplete="current-password"></label>
+          <button class="button" type="submit">Sign in</button>
+        </form>
+      </section>
+    </main>
+    <footer class="admin__footer">
+      Backend {{ backend_version }} · Frontend {{ frontend_version }}
+    </footer>
+  </body>
+</html>

app/templates/runs.html

@@ -0,0 +1,27 @@
+{% extends "base.html" %}
+{% block title %}Runs · MIEM Employees{% endblock %}
+{% block content %}
+<section class="panel">
+  <h2 class="panel__title">Crawl runs</h2>
+  <form method="post" action="/admin/runs"><button class="button" type="submit">Start crawl</button></form>
+  <table class="table">
+    <thead><tr><th class="table__head">ID</th><th class="table__head">Status</th><th class="table__head">Found</th><th class="table__head">Parsed</th><th class="table__head">Errors</th><th class="table__head">Dismissed</th></tr></thead>
+    <tbody>
+      {% for run in runs %}
+      <tr><td class="table__cell">{{ run.id }}</td><td class="table__cell">{{ run.status }}</td><td class="table__cell">{{ run.found_count }}</td><td class="table__cell">{{ run.parsed_count }}</td><td class="table__cell">{{ run.error_count }}</td><td class="table__cell">{{ run.dismissed_count }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+<section class="panel">
+  <h2 class="panel__title">Recent errors</h2>
+  <table class="table">
+    <thead><tr><th class="table__head">Run</th><th class="table__head">Profile</th><th class="table__head">Error</th></tr></thead>
+    <tbody>
+      {% for error in errors %}
+      <tr><td class="table__cell">{{ error.crawl_run_id }}</td><td class="table__cell">{{ error.profile_url }}</td><td class="table__cell">{{ error.error_type }}: {{ error.message }}</td></tr>
+      {% endfor %}
+    </tbody>
+  </table>
+</section>
+{% endblock %}

app/version.py

@@ -0,0 +1,3 @@
+APP_VERSION = "0.1.0"
+FRONTEND_VERSION = "0.1.0"
+BACKEND_VERSION = "0.1.0"

app/worker.py

@@ -0,0 +1,45 @@
+import logging
+import signal
+import time
+
+from apscheduler.schedulers.background import BackgroundScheduler
+from apscheduler.triggers.cron import CronTrigger
+
+from app.config import get_settings
+from app.db import SessionLocal, init_db
+from app.services.crawler import run_crawl
+
+logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s")
+logger = logging.getLogger(__name__)
+
+
+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)
+
+
+def main() -> None:
+    init_db()
+    settings = get_settings()
+    scheduler = BackgroundScheduler(timezone="Europe/Moscow")
+    scheduler.add_job(crawl_once, CronTrigger.from_crontab(settings.crawl_cron), id="weekly_miem_crawl", replace_existing=True)
+    scheduler.start()
+    logger.info("worker started with cron=%s", settings.crawl_cron)
+
+    stop = False
+
+    def _stop(*_: object) -> None:
+        nonlocal stop
+        stop = True
+
+    signal.signal(signal.SIGTERM, _stop)
+    signal.signal(signal.SIGINT, _stop)
+    while not stop:
+        time.sleep(1)
+    scheduler.shutdown()
+
+
+if __name__ == "__main__":
+    main()

migrations/001_init.sql

@@ -0,0 +1,74 @@
+CREATE TABLE IF NOT EXISTS parser_sources (
+  id SERIAL PRIMARY KEY,
+  source_url TEXT NOT NULL UNIQUE,
+  enabled BOOLEAN NOT NULL DEFAULT TRUE,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE TABLE IF NOT EXISTS crawl_runs (
+  id SERIAL PRIMARY KEY,
+  source_url TEXT NOT NULL,
+  status VARCHAR(32) NOT NULL DEFAULT 'running',
+  started_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  finished_at TIMESTAMPTZ,
+  found_count INTEGER NOT NULL DEFAULT 0,
+  parsed_count INTEGER NOT NULL DEFAULT 0,
+  error_count INTEGER NOT NULL DEFAULT 0,
+  dismissed_count INTEGER NOT NULL DEFAULT 0,
+  message TEXT
+);
+
+CREATE TABLE IF NOT EXISTS employees (
+  id SERIAL PRIMARY KEY,
+  profile_key VARCHAR(255) NOT NULL UNIQUE,
+  profile_type VARCHAR(50),
+  profile_id VARCHAR(255),
+  canonical_url TEXT NOT NULL,
+  full_name TEXT,
+  status VARCHAR(32) NOT NULL DEFAULT 'active',
+  first_seen_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  last_seen_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  dismissed_at TIMESTAMPTZ,
+  parser_version VARCHAR(32),
+  current_data JSONB,
+  current_checksum VARCHAR(64),
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
+  updated_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+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 TABLE IF NOT EXISTS employee_snapshots (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id),
+  crawl_run_id INTEGER REFERENCES crawl_runs(id),
+  parsed_data JSONB NOT NULL,
+  html_snapshot BYTEA,
+  checksum VARCHAR(64) NOT NULL,
+  parser_version VARCHAR(32),
+  captured_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE INDEX IF NOT EXISTS ix_employee_snapshots_employee_id ON employee_snapshots (employee_id);
+
+CREATE TABLE IF NOT EXISTS crawl_errors (
+  id SERIAL PRIMARY KEY,
+  crawl_run_id INTEGER NOT NULL REFERENCES crawl_runs(id),
+  profile_url TEXT,
+  error_type VARCHAR(255) NOT NULL,
+  message TEXT NOT NULL,
+  created_at TIMESTAMPTZ NOT NULL DEFAULT now()
+);
+
+CREATE INDEX IF NOT EXISTS ix_crawl_errors_run_id ON crawl_errors (crawl_run_id);
+
+CREATE TABLE IF NOT EXISTS profile_tabs (
+  id SERIAL PRIMARY KEY,
+  employee_id INTEGER NOT NULL REFERENCES employees(id),
+  title TEXT NOT NULL,
+  href TEXT NOT NULL,
+  data_index VARCHAR(64)
+);
+
+CREATE INDEX IF NOT EXISTS ix_profile_tabs_employee_id ON profile_tabs (employee_id);

tests/conftest.py

@@ -0,0 +1,23 @@
+import pytest
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+from sqlalchemy.pool import StaticPool
+
+from app.db import Base
+
+
+@pytest.fixture()
+def db_session():
+    engine = create_engine(
+        "sqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(engine)
+    Session = sessionmaker(bind=engine)
+    session = Session()
+    try:
+        yield session
+    finally:
+        session.close()
+        Base.metadata.drop_all(engine)

tests/test_api_mcp.py

@@ -0,0 +1,107 @@
+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 Employee
+
+
+def test_health_returns_versions():
+    client = TestClient(app)
+
+    response = client.get("/api/health")
+
+    assert response.status_code == 200
+    assert response.json()["backend_version"] == "0.1.0"
+
+
+def test_mcp_requires_token_and_lists_tools():
+    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
+    app.dependency_overrides[get_settings] = lambda: Settings(mcp_token="secret", session_secret="session-secret")
+    client = TestClient(app)
+
+    unauthorized = client.post("/mcp", json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}})
+    authorized = client.post(
+        "/mcp",
+        headers={"Authorization": "Bearer secret"},
+        json={"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}},
+    )
+
+    assert unauthorized.status_code == 401
+    assert authorized.status_code == 200
+    assert authorized.json()["result"]["tools"][0]["name"] == "search_employees"
+
+    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
+    app.dependency_overrides[get_settings] = lambda: Settings(mcp_token="secret", session_secret="session-secret")
+    client = TestClient(app)
+
+    response = client.post(
+        "/mcp",
+        headers={"Authorization": "Bearer secret"},
+        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()

tests/test_crawler.py

@@ -0,0 +1,34 @@
+from datetime import datetime, timezone
+
+from app.models import Employee
+from app.services.crawler import _mark_dismissed
+
+
+def test_mark_dismissed_only_marks_missing_active_employees(db_session):
+    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: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.commit()
+
+    dismissed = _mark_dismissed(db_session, {"staff:kept"})
+
+    assert dismissed == 1
+    assert db_session.query(Employee).filter_by(profile_key="staff:kept").one().status == "active"
+    gone = db_session.query(Employee).filter_by(profile_key="staff:gone").one()
+    assert gone.status == "dismissed"
+    assert gone.dismissed_at is not None

tests/test_parser.py

@@ -0,0 +1,28 @@
+from bs4 import BeautifulSoup
+
+from app.parser.profile import extract_person_tabs
+from app.parser.profile_url import normalize_profile_url, parse_profile_identity
+
+
+def test_normalize_profile_url_supports_staff_and_org_persons():
+    assert normalize_profile_url("/staff/avsergeev#sci") == "https://www.hse.ru/staff/avsergeev"
+    assert normalize_profile_url("https://www.hse.ru/org/persons/123/") == "https://www.hse.ru/org/persons/123"
+    assert parse_profile_identity("https://www.hse.ru/staff/avsergeev") == ("staff", "avsergeev")
+
+
+def test_extract_person_tabs_prefers_person_menu_addition():
+    soup = BeautifulSoup(
+        """
+        <div class="person-menu is-desktop small person-menu-addition">
+          <a href="#main">Домашняя страница</a>
+          <a href="#sci" data-index="1">Публикации</a>
+        </div>
+        <a href="/org/persons/999">Other person</a>
+        """,
+        "html.parser",
+    )
+
+    tabs = extract_person_tabs(soup, "https://www.hse.ru/staff/avsergeev")
+
+    assert [tab["title"] for tab in tabs] == ["Домашняя страница", "Публикации"]
+    assert tabs[1]["href"] == "https://www.hse.ru/staff/avsergeev#sci"