fix: enrich HSE profile parsing with publications and theses

This commit is contained in:
Anton
2026-04-29 14:15:29 +03:00
parent cf578ce699
commit cc9481fc6c
15 changed files with 418 additions and 11 deletions

1
.gitignore vendored
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@@ -4,6 +4,7 @@ __pycache__/
*.py[cod] *.py[cod]
*.db *.db
.pytest_cache/ .pytest_cache/
pytest-cache-files-*/
.coverage .coverage
htmlcov/ htmlcov/
postgres_data/ postgres_data/

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@@ -110,4 +110,4 @@ docker compose exec postgres pg_dump -U miem miem_workers > backup.sql
docker compose down docker compose down
``` ```
Версия сервиса: `0.2.7`. Админка всегда показывает версии backend и frontend в footer. Версия сервиса: `0.2.8`. Админка всегда показывает версии backend и frontend в footer.

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@@ -108,7 +108,7 @@ def directory(
"has_email": has_email or "", "has_email": has_email or "",
"sort": sort, "sort": sort,
"direction": direction, "direction": direction,
"limit": limit, "limit": page["limit"],
"offset": offset, "offset": offset,
}, },
}, },

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@@ -164,6 +164,7 @@ def parse_person_profile(
header = extract_person_header(soup, normalized_url) header = extract_person_header(soup, normalized_url)
tabs = extract_person_tabs(soup, normalized_url) tabs = extract_person_tabs(soup, normalized_url)
sections = extract_sections(soup, normalized_url) sections = extract_sections(soup, normalized_url)
sections = enrich_sections_from_hse_widgets(session, soup, normalized_url, headers, timeout, sections)
internal_links = [tab["href"] for tab in tabs if tab.get("href")] internal_links = [tab["href"] for tab in tabs if tab.get("href")]
return { return {
@@ -183,6 +184,25 @@ def parse_person_profile(
} }
def enrich_sections_from_hse_widgets(
session: Session,
soup: BeautifulSoup,
source_url: str,
headers: dict[str, str],
timeout: int,
sections: list[dict],
) -> list[dict]:
enriched = list(sections)
publications = _load_widget_publications(session, soup, headers, timeout)
if publications:
enriched = _upsert_publications_section(enriched, publications)
theses = _load_widget_graduation_theses(session, soup, source_url, headers, timeout)
if theses:
enriched = _upsert_graduation_theses_section(enriched, theses)
return enriched
def _render_with_playwright(source_url: str, fallback_html: str) -> str: def _render_with_playwright(source_url: str, fallback_html: str) -> str:
try: try:
from playwright.sync_api import sync_playwright from playwright.sync_api import sync_playwright
@@ -206,6 +226,89 @@ def _render_with_playwright(source_url: str, fallback_html: str) -> str:
return fallback_html return fallback_html
def _load_widget_publications(session: Session, soup: BeautifulSoup, headers: dict[str, str], timeout: int) -> list[dict]:
script = soup.select_one('script[data-widget-name="AuthorSearch"][data-author]')
if not script:
return []
author_id = normalize_ws(script.get("data-author"))
if not author_id:
return []
publications = []
page_id = 1
per_page = 100
while page_id <= 20:
payload = {
"type": "ANY",
"filterParams": (
f'"acceptLanguage":"ru"|"fullTextPublicEnabled": 1|'
f'"pubsAuthor": {author_id}|"widgetName": "AuthorSearch"'
),
"paginationParams": {
"publsSort": ["TITLE_ASC"],
"publsCount": per_page,
"pageId": page_id,
},
}
try:
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
result = data.get("result") if isinstance(data, dict) else {}
items = result.get("items") if isinstance(result, dict) else []
if not isinstance(items, list) or not items:
break
publications.extend(_normalize_publication_item(item) for item in items if isinstance(item, dict))
total = int(result.get("total") or 0)
if not result.get("more") and len(publications) >= total:
break
page_id += 1
return _dedupe_publications(publications)
def _load_widget_graduation_theses(
session: Session,
soup: BeautifulSoup,
source_url: str,
headers: dict[str, str],
timeout: int,
) -> list[dict]:
script = soup.select_one('script[src*="/n/stat/vkr/app.js"][data-person-id]')
if not script:
return []
person_id = normalize_ws(script.get("data-person-id"))
api_url = normalize_ws(script.get("data-api-url")) or "/n/vkr/api/"
if not person_id:
return []
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()
except Exception:
return []
items = data.get("data") if isinstance(data, dict) else []
if not isinstance(items, list):
return []
return [_normalize_vkr_item(item, source_url) for item in items if isinstance(item, dict)]
def _collect_between_h2(start_h2: Tag) -> list[Tag | NavigableString | str]: def _collect_between_h2(start_h2: Tag) -> list[Tag | NavigableString | str]:
nodes = [] nodes = []
for sibling in start_h2.next_siblings: for sibling in start_h2.next_siblings:
@@ -353,6 +456,122 @@ def _parse_vkr_items(nodes: list) -> list[str]:
return [item for item in dict.fromkeys(items) if item] return [item for item in dict.fromkeys(items) if item]
def _normalize_publication_item(item: dict) -> dict:
publication_id = str(item.get("id") or "").strip()
title = _html_to_text(item.get("title"))
year = 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"))
text = normalize_ws(" ".join(part for part in [title, str(year or ""), short_description] if part))
return {
"id": publication_id or None,
"title": title or publication_id,
"year": year,
"type": publication_type,
"url": f"https://publications.hse.ru/view/{publication_id}" if publication_id else None,
"text": text or title or publication_id,
}
def _normalize_vkr_item(item: dict, source_url: str) -> dict:
thesis_id = item.get("id")
program = item.get("learnProgram") if isinstance(item.get("learnProgram"), dict) else {}
org_unit = item.get("orgUnit") if isinstance(item.get("orgUnit"), dict) else {}
supervisors = []
for supervisor in item.get("supervisors") or []:
if not isinstance(supervisor, dict):
continue
name = normalize_ws(supervisor.get("name"))
url = normalize_ws(supervisor.get("url"))
if name or url:
supervisors.append({"name": name or url, "url": url or None})
return {
"id": thesis_id,
"student": normalize_ws(item.get("student")),
"title": normalize_ws(item.get("title")),
"defense_year": item.get("year"),
"level": normalize_ws(item.get("level")),
"rating": item.get("rating"),
"project_url": urljoin(source_url, f"/edu/vkr/{thesis_id}") if thesis_id else None,
"program": normalize_ws(program.get("title")),
"program_url": urljoin(source_url, program.get("url")) if program.get("url") else None,
"org_unit": normalize_ws(org_unit.get("title")),
"org_unit_url": urljoin(source_url, org_unit.get("url")) if org_unit.get("url") else None,
"supervisors": supervisors,
"text": normalize_ws(" ".join(str(part) for part in [item.get("student"), item.get("title"), item.get("year")] if part)),
}
def _upsert_publications_section(sections: list[dict], publications: list[dict]) -> list[dict]:
merged = []
inserted = False
for section in sections:
if section.get("type") != "publications":
merged.append(section)
continue
existing = section.get("publications") or []
section = {
**section,
"publications_count": max(section.get("publications_count") or 0, len(publications)),
"publications": _dedupe_publications([*existing, *publications]),
}
section["items"] = [item["text"] for item in section["publications"] if item.get("text")]
merged.append(section)
inserted = True
if not inserted:
merged.append(
{
"title": "Публикации и исследования",
"slug": "publikacii_i_issledovaniya",
"type": "publications",
"raw_text": "",
"paragraphs": [],
"items": [item["text"] for item in publications if item.get("text")],
"links": [],
"publications_count": len(publications),
"publications": publications,
}
)
return merged
def _upsert_graduation_theses_section(sections: list[dict], theses: list[dict]) -> list[dict]:
section = {
"title": "Выпускные квалификационные работы студентов НИУ ВШЭ",
"slug": "vypusknye_kvalifikacionnye_raboty_studentov_niu_vshe",
"type": "graduation_theses",
"raw_text": "",
"paragraphs": [],
"items": [item["text"] for item in theses if item.get("text")],
"links": [{"text": item["title"], "url": item["project_url"]} for item in theses if item.get("title") and item.get("project_url")],
"theses_count": len(theses),
"theses": theses,
}
return [item for item in sections if item.get("type") != "graduation_theses"] + [section]
def _dedupe_publications(items: list[dict]) -> list[dict]:
seen = set()
unique = []
for item in items:
key = item.get("id") or 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_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 _slugify(value: str) -> str: def _slugify(value: str) -> str:
cleaned = re.sub(r"[^\w\s-]", "", value.lower(), flags=re.UNICODE) cleaned = re.sub(r"[^\w\s-]", "", value.lower(), flags=re.UNICODE)
return re.sub(r"[-\s]+", "_", cleaned).strip("_") or "section" return re.sub(r"[-\s]+", "_", cleaned).strip("_") or "section"

View File

@@ -112,7 +112,7 @@ def list_employees_page(
limit: int = 50, limit: int = 50,
offset: int = 0, offset: int = 0,
) -> dict[str, Any]: ) -> dict[str, Any]:
limit = max(1, min(limit, 200)) limit = limit if limit in {25, 50, 100} else 50
offset = max(0, offset) offset = max(0, offset)
base_stmt = build_employee_query( base_stmt = build_employee_query(
status=status, status=status,
@@ -281,6 +281,8 @@ def _normalize_section(section: Any) -> dict[str, Any]:
"year_entries": _normalize_year_entries(section.get("year_entries")), "year_entries": _normalize_year_entries(section.get("year_entries")),
"publications": _normalize_publications(section.get("publications")), "publications": _normalize_publications(section.get("publications")),
"publications_count": section.get("publications_count"), "publications_count": section.get("publications_count"),
"theses": _normalize_theses(section.get("theses")),
"theses_count": section.get("theses_count"),
"academic_year": section.get("academic_year"), "academic_year": section.get("academic_year"),
"courses": _normalize_courses(section.get("courses")), "courses": _normalize_courses(section.get("courses")),
"table": _normalize_table(section.get("table")), "table": _normalize_table(section.get("table")),
@@ -349,6 +351,35 @@ def _normalize_courses(items: Any) -> list[dict[str, str | None]]:
return normalized return normalized
def _normalize_theses(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 "").strip()
student = str(item.get("student") or "").strip()
if not title and not student:
continue
normalized.append(
{
"id": item.get("id"),
"student": student,
"title": title,
"defense_year": item.get("defense_year") or item.get("year"),
"level": str(item.get("level") or "").strip(),
"rating": item.get("rating"),
"project_url": str(item.get("project_url") or "").strip() or None,
"program": str(item.get("program") or "").strip(),
"program_url": str(item.get("program_url") or "").strip() or None,
"org_unit": str(item.get("org_unit") or "").strip(),
"org_unit_url": str(item.get("org_unit_url") or "").strip() or None,
}
)
return normalized
def _normalize_table(table: Any) -> dict[str, Any] | None: def _normalize_table(table: Any) -> dict[str, Any] | None:
if not isinstance(table, dict): if not isinstance(table, dict):
return None return None

View File

@@ -270,6 +270,18 @@
line-height: 1.55; line-height: 1.55;
} }
.employee-section__meta {
display: flex;
flex-wrap: wrap;
gap: 8px 12px;
color: #4b5563;
font-size: 13px;
}
.employee-section__meta-item {
line-height: 1.4;
}
.employee-section__table-wrap { .employee-section__table-wrap {
overflow-x: auto; overflow-x: auto;
} }

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@@ -33,6 +33,12 @@
<option value="asc" {% if filters.direction == "asc" %}selected{% endif %}>По возрастанию</option> <option value="asc" {% if filters.direction == "asc" %}selected{% endif %}>По возрастанию</option>
<option value="desc" {% if filters.direction == "desc" %}selected{% endif %}>По убыванию</option> <option value="desc" {% if filters.direction == "desc" %}selected{% endif %}>По убыванию</option>
</select> </select>
<select class="directory__input" name="limit" onchange="this.form.offset.value = 0; this.form.submit()">
{% for value in [25, 50, 100] %}
<option value="{{ value }}" {% if filters.limit == value %}selected{% endif %}>На странице: {{ value }}</option>
{% endfor %}
</select>
<input type="hidden" name="offset" value="{{ filters.offset }}">
<button class="button" type="submit">Применить</button> <button class="button" type="submit">Применить</button>
</form> </form>

View File

@@ -138,6 +138,34 @@
</li> </li>
{% endfor %} {% endfor %}
</ul> </ul>
{% elif section.type == "graduation_theses" and section.theses %}
{% if section.theses_count %}<p class="employee-section__note">Всего: {{ section.theses_count }}</p>{% endif %}
<ul class="employee-card__list">
{% for thesis in section.theses %}
<li class="employee-card__list-item">
{% if thesis.student %}<strong>{{ thesis.student }}</strong>{% endif %}
{% if thesis.title %}
<div class="employee-section__text">
{% if thesis.project_url %}
<a class="admin__link" href="{{ thesis.project_url }}">{{ thesis.title }}</a>
{% else %}
{{ thesis.title }}
{% endif %}
</div>
{% endif %}
<div class="employee-section__meta">
{% if thesis.defense_year %}<span class="employee-section__meta-item">Год защиты: {{ thesis.defense_year }}</span>{% endif %}
{% if thesis.level %}<span class="employee-section__meta-item">{{ thesis.level }}</span>{% endif %}
{% if thesis.rating is not none %}<span class="employee-section__meta-item">Оценка: {{ thesis.rating }}</span>{% endif %}
{% if thesis.program %}
<span class="employee-section__meta-item">
{% if thesis.program_url %}<a class="admin__link" href="{{ thesis.program_url }}">{{ thesis.program }}</a>{% else %}{{ thesis.program }}{% endif %}
</span>
{% endif %}
</div>
</li>
{% endfor %}
</ul>
{% elif section.type == "table" and section.table %} {% elif section.type == "table" and section.table %}
<div class="employee-section__table-wrap"> <div class="employee-section__table-wrap">
<table class="employee-section__table"> <table class="employee-section__table">
@@ -170,7 +198,7 @@
{% endif %} {% endif %}
{% endif %} {% endif %}
{% if section.links and section.type not in ["courses_by_year"] %} {% if section.links and section.type not in ["courses_by_year", "graduation_theses"] %}
<div class="employee-section__links"> <div class="employee-section__links">
{% for link in section.links %} {% for link in section.links %}
<a class="employee-section__link" href="{{ link.url }}">{{ link.text }}</a> <a class="employee-section__link" href="{{ link.url }}">{{ link.text }}</a>

View File

@@ -1,3 +1,3 @@
APP_VERSION = "0.2.7" APP_VERSION = "0.2.8"
FRONTEND_VERSION = "0.2.7" FRONTEND_VERSION = "0.2.8"
BACKEND_VERSION = "0.2.7" BACKEND_VERSION = "0.2.8"

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@@ -1,6 +1,6 @@
[project] [project]
name = "miem-workers" name = "miem-workers"
version = "0.2.6" version = "0.2.8"
description = "MIEM employees parser, admin API, and MCP server" description = "MIEM employees parser, admin API, and MCP server"
requires-python = ">=3.11" requires-python = ">=3.11"
dependencies = [ dependencies = [

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@@ -85,6 +85,19 @@ def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
"academic_year": "2025/2026", "academic_year": "2025/2026",
"courses": [{"title": "Course", "url": "https://example.test/course"}], "courses": [{"title": "Course", "url": "https://example.test/course"}],
}, },
{
"title": "ВКР",
"type": "graduation_theses",
"theses_count": 1,
"theses": [
{
"student": "Student Name",
"title": "Thesis title",
"defense_year": 2025,
"project_url": "https://www.hse.ru/edu/vkr/1",
}
],
},
{ {
"title": "Fallback", "title": "Fallback",
"type": "generic", "type": "generic",
@@ -102,7 +115,8 @@ def test_employee_detail_payload_normalizes_human_readable_sections(db_session):
assert payload["sections"][0]["year_entries"][0]["text"] == "Master degree" assert payload["sections"][0]["year_entries"][0]["text"] == "Master degree"
assert payload["sections"][1]["publications"][0]["title"] == "Paper" assert payload["sections"][1]["publications"][0]["title"] == "Paper"
assert payload["sections"][2]["courses"][0]["title"] == "Course" assert payload["sections"][2]["courses"][0]["title"] == "Course"
assert payload["sections"][3]["paragraphs"] == ["Fallback text"] assert payload["sections"][3]["theses"][0]["student"] == "Student Name"
assert payload["sections"][4]["paragraphs"] == ["Fallback text"]
def test_employee_payloads_tolerate_malformed_current_data(db_session): def test_employee_payloads_tolerate_malformed_current_data(db_session):
@@ -155,6 +169,7 @@ def test_list_employees_page_filters_sorts_and_paginates(db_session):
assert page["total"] == 1 assert page["total"] == 1
assert page["employees"][0]["full_name"] == "Alpha" assert page["employees"][0]["full_name"] == "Alpha"
assert page["limit"] == 50
def test_stats_payload_uses_latest_run_new_count(db_session): def test_stats_payload_uses_latest_run_new_count(db_session):

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@@ -18,6 +18,8 @@ def test_directory_template_is_russian_and_uses_display_dates():
assert "Сотрудники" in template assert "Сотрудники" in template
assert "Колонки" in template assert "Колонки" in template
assert "Применить" 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 "Найдено:" in template
assert "employee.first_seen_display" in template assert "employee.first_seen_display" in template
assert "employee.last_seen_display" in template assert "employee.last_seen_display" in template

View File

@@ -18,7 +18,7 @@ def test_health_returns_versions():
response = client.get("/api/health") response = client.get("/api/health")
assert response.status_code == 200 assert response.status_code == 200
assert response.json()["backend_version"] == "0.2.7" assert response.json()["backend_version"] == "0.2.8"
def test_mcp_requires_token_and_lists_tools(): def test_mcp_requires_token_and_lists_tools():

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@@ -14,6 +14,8 @@ def test_employee_detail_template_is_human_readable():
assert "Основная информация" in template assert "Основная информация" in template
assert "Контакты" in template assert "Контакты" in template
assert "Разделы профиля" in template assert "Разделы профиля" in template
assert "graduation_theses" in template
assert "Год защиты" in template
assert "Parser version" not in template assert "Parser version" not in template
assert "First seen" not in template assert "First seen" not in template
assert "Last seen" not in template assert "Last seen" not in template

View File

@@ -1,9 +1,69 @@
from bs4 import BeautifulSoup from bs4 import BeautifulSoup
from app.parser.profile import extract_person_tabs from app.parser.profile import enrich_sections_from_hse_widgets, extract_person_tabs
from app.parser.profile_url import normalize_profile_url, parse_profile_identity from app.parser.profile_url import normalize_profile_url, parse_profile_identity
class FakeResponse:
def __init__(self, payload):
self.payload = payload
def raise_for_status(self):
return None
def json(self):
return self.payload
class FakeSession:
def __init__(self):
self.posts = []
self.gets = []
def post(self, url, **kwargs):
self.posts.append((url, kwargs))
return FakeResponse(
{
"status": "ok",
"result": {
"more": False,
"total": 1,
"items": [
{
"id": "888959076",
"type": "ARTICLE",
"title": "Дублирование пакетов",
"year": 2023,
"description": {"short": {"ru": "Информационные процессы. 2023."}},
}
],
},
}
)
def get(self, url, **kwargs):
self.gets.append((url, kwargs))
return FakeResponse(
{
"lang": "ru",
"success": True,
"data": [
{
"id": 1045750164,
"year": 2025,
"level": "Бакалавриат",
"title": "Аппаратно-программный комплекс защиты сети",
"rating": 8,
"student": "Лесняк Владислав Евгеньевич",
"learnProgram": {"title": "Информатика и вычислительная техника", "url": "https://hse.ru/ba/isct/"},
"orgUnit": {"title": "МИЭМ", "url": "https://www.hse.ru/org/url/59315150"},
"supervisors": [{"url": "https://www.hse.ru/org/persons/803294906", "name": "Борисов Сергей Петрович"}],
}
],
}
)
def test_normalize_profile_url_supports_staff_and_org_persons(): 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("/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 normalize_profile_url("https://www.hse.ru/org/persons/123/") == "https://www.hse.ru/org/persons/123"
@@ -26,3 +86,34 @@ def test_extract_person_tabs_prefers_person_menu_addition():
assert [tab["title"] for tab in tabs] == ["Домашняя страница", "Публикации"] assert [tab["title"] for tab in tabs] == ["Домашняя страница", "Публикации"]
assert tabs[1]["href"] == "https://www.hse.ru/staff/avsergeev#sci" assert tabs[1]["href"] == "https://www.hse.ru/staff/avsergeev#sci"
def test_enrich_sections_from_hse_widgets_loads_publications_and_vkr():
soup = BeautifulSoup(
"""
<script src="/n/stat/publications/dist-w/publs.js" data-author="568398853" data-widget-name="AuthorSearch"></script>
<script src="/n/stat/vkr/app.js" data-api-url="/n/vkr/api/" data-person-id="803294906"></script>
""",
"html.parser",
)
session = FakeSession()
sections = enrich_sections_from_hse_widgets(
session,
soup,
"https://www.hse.ru/org/persons/803294906",
{"User-Agent": "test"},
10,
[],
)
publications = next(section for section in sections if section["type"] == "publications")
theses = next(section for section in sections if section["type"] == "graduation_theses")
assert publications["publications_count"] == 1
assert publications["publications"][0]["url"] == "https://publications.hse.ru/view/888959076"
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"
assert session.posts[0][0] == "https://publications.hse.ru/api/searchPubs"
assert session.gets[0][1]["params"] == {"supervisorId": "803294906"}