import re import sys from datetime import datetime from typing import Any, Callable, Collection, Dict, List, Optional, Sequence, Union from urllib.parse import urlencode from django.conf import settings from django.db import connection from django.db.backends.utils import CursorWrapper from django.template import loader from django.urls import reverse from markupsafe import Markup from psycopg2.sql import Composable from zerver.lib.pysa import mark_sanitized from zerver.lib.url_encoding import append_url_query_string from zerver.models import Realm, UserActivity if sys.version_info < (3, 9): # nocoverage from backports import zoneinfo else: # nocoverage import zoneinfo eastern_tz = zoneinfo.ZoneInfo("America/New_York") if settings.BILLING_ENABLED: pass def make_table( title: str, cols: Sequence[str], rows: Sequence[Any], has_row_class: bool = False ) -> str: if not has_row_class: def fix_row(row: Any) -> Dict[str, Any]: return dict(cells=row, row_class=None) rows = list(map(fix_row, rows)) data = dict(title=title, cols=cols, rows=rows) content = loader.render_to_string( "analytics/ad_hoc_query.html", dict(data=data), ) return content def fix_rows( rows: List[List[Any]], i: int, fixup_func: Union[Callable[[str], Markup], Callable[[datetime], str]], ) -> None: for row in rows: row[i] = fixup_func(row[i]) def get_query_data(query: Composable) -> List[List[Any]]: cursor = connection.cursor() cursor.execute(query) rows = cursor.fetchall() rows = list(map(list, rows)) cursor.close() return rows def dictfetchall(cursor: CursorWrapper) -> List[Dict[str, Any]]: """Returns all rows from a cursor as a dict""" desc = cursor.description return [dict(zip((col[0] for col in desc), row)) for row in cursor.fetchall()] def format_date_for_activity_reports(date: Optional[datetime]) -> str: if date: return date.astimezone(eastern_tz).strftime("%Y-%m-%d %H:%M") else: return "" def user_activity_link(email: str, user_profile_id: int) -> Markup: from analytics.views.user_activity import get_user_activity url = reverse(get_user_activity, kwargs=dict(user_profile_id=user_profile_id)) return Markup('{email}').format(url=url, email=email) def realm_activity_link(realm_str: str) -> Markup: from analytics.views.realm_activity import get_realm_activity url = reverse(get_realm_activity, kwargs=dict(realm_str=realm_str)) return Markup('{realm_str}').format(url=url, realm_str=realm_str) def realm_stats_link(realm_str: str) -> Markup: from analytics.views.stats import stats_for_realm url = reverse(stats_for_realm, kwargs=dict(realm_str=realm_str)) return Markup('').format(url=url) def realm_support_link(realm_str: str) -> Markup: support_url = reverse("support") query = urlencode({"q": realm_str}) url = append_url_query_string(support_url, query) return Markup('').format(url=url) def realm_url_link(realm_str: str) -> Markup: host = Realm.host_for_subdomain(realm_str) url = settings.EXTERNAL_URI_SCHEME + mark_sanitized(host) return Markup('').format(url=url) def remote_installation_stats_link(server_id: int) -> Markup: from analytics.views.stats import stats_for_remote_installation url = reverse(stats_for_remote_installation, kwargs=dict(remote_server_id=server_id)) return Markup('').format(url=url) def remote_installation_support_link(hostname: str) -> Markup: support_url = reverse("remote_servers_support") query = urlencode({"q": hostname}) url = append_url_query_string(support_url, query) return Markup('').format(url=url) def get_user_activity_summary(records: Collection[UserActivity]) -> Dict[str, Any]: #: The type annotation used above is clearly overly permissive. #: We should perhaps use TypedDict to clearly lay out the schema #: for the user activity summary. summary: Dict[str, Any] = {} def update(action: str, record: UserActivity) -> None: if action not in summary: summary[action] = dict( count=record.count, last_visit=record.last_visit, ) else: summary[action]["count"] += record.count summary[action]["last_visit"] = max( summary[action]["last_visit"], record.last_visit, ) if records: first_record = next(iter(records)) summary["name"] = first_record.user_profile.full_name summary["user_profile_id"] = first_record.user_profile.id for record in records: client = record.client.name query = str(record.query) update("use", record) if client == "API": m = re.match("/api/.*/external/(.*)", query) if m: client = m.group(1) update(client, record) if client.startswith("desktop"): update("desktop", record) if client == "website": update("website", record) if ("send_message" in query) or re.search("/api/.*/external/.*", query): update("send", record) if query in [ "/json/update_pointer", "/json/users/me/pointer", "/api/v1/update_pointer", "update_pointer_backend", ]: update("pointer", record) update(client, record) return summary