Files
BanGUI/backend/app/services/geo_service.py
Lukas ddfc8a0b02 Optimise geo lookup and aggregation for 10k+ IPs
- Add persistent geo_cache SQLite table (db.py)
- Rewrite geo_service: batch API (100 IPs/call), two-tier cache,
  no caching of failed lookups so they are retried
- Pre-warm geo cache from DB on startup (main.py lifespan)
- Rewrite bans_by_country: SQL GROUP BY ip aggregation + lookup_batch
  instead of 2000-row fetch + asyncio.gather individual calls
- Pre-warm geo cache after blocklist import (blocklist_service)
- Add 300ms debounce to useMapData hook to cancel stale requests
- Add perf benchmark asserting <2s for 10k bans
- Add seed_10k_bans.py script for manual perf testing
2026-03-07 20:28:51 +01:00

426 lines
14 KiB
Python

"""Geo service.
Resolves IP addresses to their country, ASN, and organisation using the
`ip-api.com <http://ip-api.com>`_ JSON API. Results are cached in two tiers:
1. **In-memory dict** — fastest; survives for the life of the process.
2. **Persistent SQLite table** (``geo_cache``) — survives restarts; loaded
into the in-memory dict during application startup via
:func:`load_cache_from_db`.
Only *successful* lookups (those returning a non-``None`` ``country_code``)
are written to the persistent cache. Failed lookups are **not** cached so
they will be retried on the next request.
For bulk operations the batch endpoint ``http://ip-api.com/batch`` is used
(up to 100 IPs per HTTP call) which is far more efficient than one-at-a-time
requests. Use :func:`lookup_batch` from the ban or blocklist services.
Usage::
import aiohttp
import aiosqlite
from app.services import geo_service
# warm the cache from the persistent store at startup
async with aiosqlite.connect("bangui.db") as db:
await geo_service.load_cache_from_db(db)
async with aiohttp.ClientSession() as session:
# single lookup
info = await geo_service.lookup("1.2.3.4", session)
if info:
print(info.country_code) # "DE"
# bulk lookup (more efficient for large sets)
geo_map = await geo_service.lookup_batch(["1.2.3.4", "5.6.7.8"], session)
"""
from __future__ import annotations
from dataclasses import dataclass
from typing import TYPE_CHECKING
import structlog
if TYPE_CHECKING:
import aiohttp
import aiosqlite
log: structlog.stdlib.BoundLogger = structlog.get_logger()
# ---------------------------------------------------------------------------
# Constants
# ---------------------------------------------------------------------------
#: ip-api.com single-IP lookup endpoint (HTTP only on the free tier).
_API_URL: str = (
"http://ip-api.com/json/{ip}?fields=status,message,country,countryCode,org,as"
)
#: ip-api.com batch endpoint — accepts up to 100 IPs per POST.
_BATCH_API_URL: str = (
"http://ip-api.com/batch?fields=status,message,country,countryCode,org,as,query"
)
#: Maximum IPs per batch request (ip-api.com hard limit is 100).
_BATCH_SIZE: int = 100
#: Maximum number of entries kept in the in-process cache before it is
#: flushed completely. A simple eviction strategy — the cache is cheap to
#: rebuild from the persistent store.
_MAX_CACHE_SIZE: int = 50_000
#: Timeout for outgoing geo API requests in seconds.
_REQUEST_TIMEOUT: float = 5.0
# ---------------------------------------------------------------------------
# Domain model
# ---------------------------------------------------------------------------
@dataclass
class GeoInfo:
"""Geographical and network metadata for a single IP address.
All fields default to ``None`` when the information is unavailable or
the lookup fails gracefully.
"""
country_code: str | None
"""ISO 3166-1 alpha-2 country code, e.g. ``"DE"``."""
country_name: str | None
"""Human-readable country name, e.g. ``"Germany"``."""
asn: str | None
"""Autonomous System Number string, e.g. ``"AS3320"``."""
org: str | None
"""Organisation name associated with the IP, e.g. ``"Deutsche Telekom"``."""
# ---------------------------------------------------------------------------
# Internal cache
# ---------------------------------------------------------------------------
#: Module-level in-memory cache: ``ip → GeoInfo``.
_cache: dict[str, GeoInfo] = {}
def clear_cache() -> None:
"""Flush the entire lookup cache.
Useful in tests and when the operator suspects stale data.
"""
_cache.clear()
# ---------------------------------------------------------------------------
# Persistent cache I/O
# ---------------------------------------------------------------------------
async def load_cache_from_db(db: aiosqlite.Connection) -> None:
"""Pre-populate the in-memory cache from the ``geo_cache`` table.
Should be called once during application startup so the service starts
with a warm cache instead of making cold API calls on the first request.
Args:
db: Open :class:`aiosqlite.Connection` to the BanGUI application
database (not the fail2ban database).
"""
count = 0
async with db.execute(
"SELECT ip, country_code, country_name, asn, org FROM geo_cache"
) as cur:
async for row in cur:
ip: str = str(row[0])
country_code: str | None = row[1]
if country_code is None:
continue
_cache[ip] = GeoInfo(
country_code=country_code,
country_name=row[2],
asn=row[3],
org=row[4],
)
count += 1
log.info("geo_cache_loaded_from_db", entries=count)
async def _persist_entry(
db: aiosqlite.Connection,
ip: str,
info: GeoInfo,
) -> None:
"""Upsert a resolved :class:`GeoInfo` into the ``geo_cache`` table.
Only called when ``info.country_code`` is not ``None`` so the persistent
store never contains empty placeholder rows.
Args:
db: BanGUI application database connection.
ip: IP address string.
info: Resolved geo data to persist.
"""
await db.execute(
"""
INSERT INTO geo_cache (ip, country_code, country_name, asn, org)
VALUES (?, ?, ?, ?, ?)
ON CONFLICT(ip) DO UPDATE SET
country_code = excluded.country_code,
country_name = excluded.country_name,
asn = excluded.asn,
org = excluded.org,
cached_at = strftime('%Y-%m-%dT%H:%M:%fZ', 'now')
""",
(ip, info.country_code, info.country_name, info.asn, info.org),
)
await db.commit()
# ---------------------------------------------------------------------------
# Public API — single lookup
# ---------------------------------------------------------------------------
async def lookup(
ip: str,
http_session: aiohttp.ClientSession,
db: aiosqlite.Connection | None = None,
) -> GeoInfo | None:
"""Resolve an IP address to country, ASN, and organisation metadata.
Results are cached in-process. If the cache exceeds ``_MAX_CACHE_SIZE``
entries it is flushed before the new result is stored.
Only successful resolutions (``country_code is not None``) are written to
the persistent cache when *db* is provided. Failed lookups are **not**
cached so they are retried on the next call.
Args:
ip: IPv4 or IPv6 address string.
http_session: Shared :class:`aiohttp.ClientSession` (from
``app.state.http_session``).
db: Optional BanGUI application database. When provided, successful
lookups are persisted for cross-restart cache warming.
Returns:
A :class:`GeoInfo` instance, or ``None`` when the lookup fails
in a way that should prevent the caller from caching a bad result
(e.g. network timeout).
"""
if ip in _cache:
return _cache[ip]
url: str = _API_URL.format(ip=ip)
try:
async with http_session.get(url, timeout=_REQUEST_TIMEOUT) as resp: # type: ignore[arg-type]
if resp.status != 200:
log.warning("geo_lookup_non_200", ip=ip, status=resp.status)
return None
data: dict[str, object] = await resp.json(content_type=None)
except Exception as exc: # noqa: BLE001
log.warning("geo_lookup_request_failed", ip=ip, error=str(exc))
return None
if data.get("status") != "success":
log.debug(
"geo_lookup_failed",
ip=ip,
message=data.get("message", "unknown"),
)
# Do NOT cache failed lookups — they will be retried on the next call.
return GeoInfo(country_code=None, country_name=None, asn=None, org=None)
result = _parse_single_response(data)
_store(ip, result)
if result.country_code is not None and db is not None:
try:
await _persist_entry(db, ip, result)
except Exception as exc: # noqa: BLE001
log.warning("geo_persist_failed", ip=ip, error=str(exc))
log.debug("geo_lookup_success", ip=ip, country=result.country_code, asn=result.asn)
return result
# ---------------------------------------------------------------------------
# Public API — batch lookup
# ---------------------------------------------------------------------------
async def lookup_batch(
ips: list[str],
http_session: aiohttp.ClientSession,
db: aiosqlite.Connection | None = None,
) -> dict[str, GeoInfo]:
"""Resolve multiple IP addresses in bulk using ip-api.com batch endpoint.
IPs already present in the in-memory cache are returned immediately
without making an HTTP request. Uncached IPs are sent to
``http://ip-api.com/batch`` in chunks of up to :data:`_BATCH_SIZE`.
Only successful resolutions (``country_code is not None``) are written to
the persistent cache when *db* is provided.
Args:
ips: List of IP address strings to resolve. Duplicates are ignored.
http_session: Shared :class:`aiohttp.ClientSession`.
db: Optional BanGUI application database for persistent cache writes.
Returns:
Dict mapping ``ip → GeoInfo`` for every input IP. IPs whose
resolution failed will have a ``GeoInfo`` with all-``None`` fields.
"""
geo_result: dict[str, GeoInfo] = {}
uncached: list[str] = []
unique_ips = list(dict.fromkeys(ips)) # deduplicate, preserve order
for ip in unique_ips:
if ip in _cache:
geo_result[ip] = _cache[ip]
else:
uncached.append(ip)
if not uncached:
return geo_result
log.info("geo_batch_lookup_start", total=len(uncached))
for chunk_start in range(0, len(uncached), _BATCH_SIZE):
chunk = uncached[chunk_start : chunk_start + _BATCH_SIZE]
chunk_result = await _batch_api_call(chunk, http_session)
for ip, info in chunk_result.items():
_store(ip, info)
geo_result[ip] = info
if info.country_code is not None and db is not None:
try:
await _persist_entry(db, ip, info)
except Exception as exc: # noqa: BLE001
log.warning("geo_persist_failed", ip=ip, error=str(exc))
log.info(
"geo_batch_lookup_complete",
requested=len(uncached),
resolved=sum(1 for g in geo_result.values() if g.country_code is not None),
)
return geo_result
async def _batch_api_call(
ips: list[str],
http_session: aiohttp.ClientSession,
) -> dict[str, GeoInfo]:
"""Send one batch request to the ip-api.com batch endpoint.
Args:
ips: Up to :data:`_BATCH_SIZE` IP address strings.
http_session: Shared HTTP session.
Returns:
Dict mapping ``ip → GeoInfo`` for every IP in *ips*. IPs where the
API returned a failure record or the request raised an exception get
an all-``None`` :class:`GeoInfo`.
"""
empty = GeoInfo(country_code=None, country_name=None, asn=None, org=None)
fallback: dict[str, GeoInfo] = dict.fromkeys(ips, empty)
payload = [{"query": ip} for ip in ips]
try:
async with http_session.post(
_BATCH_API_URL,
json=payload,
timeout=_REQUEST_TIMEOUT * 2, # type: ignore[arg-type]
) as resp:
if resp.status != 200:
log.warning("geo_batch_non_200", status=resp.status, count=len(ips))
return fallback
data: list[dict[str, object]] = await resp.json(content_type=None)
except Exception as exc: # noqa: BLE001
log.warning("geo_batch_request_failed", count=len(ips), error=str(exc))
return fallback
out: dict[str, GeoInfo] = {}
for entry in data:
ip_str: str = str(entry.get("query", ""))
if not ip_str:
continue
if entry.get("status") != "success":
out[ip_str] = empty
log.debug(
"geo_batch_entry_failed",
ip=ip_str,
message=entry.get("message", "unknown"),
)
continue
out[ip_str] = _parse_single_response(entry)
# Fill any IPs missing from the response.
for ip in ips:
if ip not in out:
out[ip] = empty
return out
# ---------------------------------------------------------------------------
# Helpers
# ---------------------------------------------------------------------------
def _parse_single_response(data: dict[str, object]) -> GeoInfo:
"""Build a :class:`GeoInfo` from a single ip-api.com response dict.
Args:
data: A ``status == "success"`` JSON response from ip-api.com.
Returns:
Populated :class:`GeoInfo`.
"""
country_code: str | None = _str_or_none(data.get("countryCode"))
country_name: str | None = _str_or_none(data.get("country"))
asn_raw: str | None = _str_or_none(data.get("as"))
org_raw: str | None = _str_or_none(data.get("org"))
# ip-api returns "AS12345 Some Org" in both "as" and "org".
asn: str | None = asn_raw.split()[0] if asn_raw else None
return GeoInfo(
country_code=country_code,
country_name=country_name,
asn=asn,
org=org_raw,
)
def _str_or_none(value: object) -> str | None:
"""Return *value* as a non-empty string, or ``None``.
Args:
value: Raw JSON value which may be ``None``, empty, or a string.
Returns:
Stripped string if non-empty, else ``None``.
"""
if value is None:
return None
s = str(value).strip()
return s if s else None
def _store(ip: str, info: GeoInfo) -> None:
"""Insert *info* into the module-level cache, flushing if over capacity.
Args:
ip: The IP address key.
info: The :class:`GeoInfo` to store.
"""
if len(_cache) >= _MAX_CACHE_SIZE:
_cache.clear()
log.info("geo_cache_flushed", reason="capacity")
_cache[ip] = info