Files
tianxuan/analysis/geoip.py
T
TianXuan Developer 32c15f5365 feat: v3 refactor with MMDB GeoIP, network clustering, node/edge viz, offline tile cache, dual export
- GeoIP: MMDB (GeoLite2-City + ASN) support with text fallback
- Upload: two-phase flow with advanced preset filter builder
- Clustering: IP communication network community discovery (/24 + HDBSCAN)
- Map: per-IP node rendering, node click detail, edge click detail
- Offline: Cache API tile caching with fallback
- Export: node table + edge table CSV download
- Fix: null-guard DOM operations throughout

Co-Authored-By: Claude <noreply@anthropic.com>
2026-07-23 19:35:45 +08:00

300 lines
9.5 KiB
Python

"""
离线 GeoIP 查询 — 支持 MMDB (GeoLite2-City / GeoLite2-ASN) 和文本格式回退。
优先级:
1. GeoLite2-City.mmdb (MaxMind MMDB 格式,城市级精度)
2. GeoLite2-ASN.mmdb (可选,提供 ISP / 组织信息)
3. geoip_data.txt (文本格式回退,803 段覆盖 30 城市)
MMDB 查询使用 ``maxminddb`` 库,文本格式使用二分查找 O(log N)。
"""
import bisect
import logging
from pathlib import Path
from typing import Optional
logger = logging.getLogger(__name__)
# ---------------------------------------------------------------------------
# Data structures
# ---------------------------------------------------------------------------
# MMDB readers (lazy-loaded, None if unavailable)
_mmdb_city: Optional[object] = None # maxminddb.Reader for City DB
_mmdb_asn: Optional[object] = None # maxminddb.Reader for ASN DB
# Text-format data (fallback)
# [(start_int, end_int, lat, lon, city, country), ...]
_GEO_DATA: list[tuple[int, int, float, float, str, str]] = []
_STARTS: list[int] = []
_RANGES: list[tuple[int, int, float, float, str, str]] = []
# ---------------------------------------------------------------------------
# IP conversion
# ---------------------------------------------------------------------------
def ip_to_int(ip_str: str) -> Optional[int]:
"""Convert an IPv4 dotted-string to its 32-bit integer representation.
Returns ``None`` if *ip_str* is not a valid IPv4 address.
"""
parts = ip_str.strip().split('.')
if len(parts) != 4:
return None
try:
octets = [int(p) for p in parts]
if any(o < 0 or o > 255 for o in octets):
return None
return (octets[0] << 24) | (octets[1] << 16) | (octets[2] << 8) | octets[3]
except (ValueError, TypeError):
return None
# ---------------------------------------------------------------------------
# MMDB loading
# ---------------------------------------------------------------------------
def _load_mmdb() -> None:
"""Try to load MaxMind MMDB databases from ``data/`` directory.
Looks for:
- ``data/GeoLite2-City.mmdb`` (primary — city, country, lat/lon)
- ``data/GeoLite2-ASN.mmdb`` (optional — ISP, organization, ASN)
"""
global _mmdb_city, _mmdb_asn
data_dir = Path(__file__).parent.parent / 'data'
city_path = data_dir / 'GeoLite2-City.mmdb'
asn_path = data_dir / 'GeoLite2-ASN.mmdb'
if not city_path.exists():
logger.info('[GEOIP] GeoLite2-City.mmdb not found at %s — will use text fallback', city_path)
return
try:
import maxminddb
_mmdb_city = maxminddb.open_database(str(city_path))
logger.info('[GEOIP] loaded GeoLite2-City.mmdb (MMDB format)')
if asn_path.exists():
_mmdb_asn = maxminddb.open_database(str(asn_path))
logger.info('[GEOIP] loaded GeoLite2-ASN.mmdb (ISP/ORG)')
except Exception as e:
logger.warning('[GEOIP] failed to open MMDB: %s', e)
_mmdb_city = None
_mmdb_asn = None
# ---------------------------------------------------------------------------
# Text-format loading (fallback)
# ---------------------------------------------------------------------------
def _build_index() -> tuple[list[int], list[tuple[int, int, float, float, str, str]]]:
if not _GEO_DATA:
return [], []
sorted_data = sorted(_GEO_DATA, key=lambda x: x[0])
starts = [entry[0] for entry in sorted_data]
return starts, sorted_data
def _load_data_file() -> None:
"""Load IP range data from ``data/geoip_data.txt`` (text fallback)."""
data_path = Path(__file__).parent.parent / 'data' / 'geoip_data.txt'
if not data_path.exists():
logger.warning('[GEOIP] text data file not found: %s', data_path)
return
loaded: list[tuple[int, int, float, float, str, str]] = []
skipped = 0
with open(data_path, 'r', encoding='utf-8') as f:
for raw in f:
stripped = raw.strip()
if not stripped or stripped.startswith('#'):
continue
parts = [p.strip() for p in stripped.split(',')]
if len(parts) != 6:
skipped += 1
continue
start_ip_str, end_ip_str, lat_str, lon_str, city, country = parts
start_int = ip_to_int(start_ip_str)
end_int = ip_to_int(end_ip_str)
if start_int is None or end_int is None:
skipped += 1
continue
try:
lat = float(lat_str)
lon = float(lon_str)
except ValueError:
skipped += 1
continue
loaded.append((start_int, end_int, lat, lon, city, country))
global _GEO_DATA, _STARTS, _RANGES
_GEO_DATA.clear()
_GEO_DATA.extend(loaded)
_STARTS, _RANGES = _build_index()
logger.info('[GEOIP] text fallback: loaded %d ranges from %s (%d skipped)',
len(loaded), data_path, skipped)
# ---------------------------------------------------------------------------
# MMDB lookup helpers
# ---------------------------------------------------------------------------
def _lookup_mmdb(ip_str: str) -> Optional[dict]:
"""Query MMDB database for an IP. Returns rich result with ISP/ORG when
ASN database is also available."""
if _mmdb_city is None:
return None
try:
city_result = _mmdb_city.get(ip_str)
if city_result is None:
return None
# Extract location
location = city_result.get('location', {})
lat = location.get('latitude')
lon = location.get('longitude')
if lat is None or lon is None:
return None
# Extract names (English preferred)
city = None
city_names = city_result.get('city', {}).get('names', {})
if city_names:
city = city_names.get('en') or next(iter(city_names.values()), None)
country = None
country_info = city_result.get('country', {})
country = country_info.get('iso_code') or ''
country_names = country_info.get('names', {})
country_name = country_names.get('en') or next(iter(country_names.values()), None) if country_names else None
# Subdivisions
subdivisions = city_result.get('subdivisions', [])
region = None
if subdivisions:
sub_names = subdivisions[0].get('names', {})
region = sub_names.get('en') or next(iter(sub_names.values()), None) if sub_names else None
result = {
'lat': round(float(lat), 4),
'lon': round(float(lon), 4),
'city': city or region or '',
'country': country,
'country_name': country_name or '',
'region': region or '',
}
# Try ASN database for ISP/ORG
if _mmdb_asn is not None:
try:
asn_result = _mmdb_asn.get(ip_str)
if asn_result:
result['isp'] = asn_result.get('autonomous_system_organization', '')
result['asn'] = asn_result.get('autonomous_system_number', '')
except Exception:
pass
return result
except Exception as e:
logger.debug('[GEOIP] MMDB lookup error for %s: %s', ip_str, e)
return None
def _lookup_text(ip_str: str) -> Optional[dict]:
"""Query text-format database (fallback)."""
target = ip_to_int(ip_str)
if target is None:
return None
if not _STARTS:
return None
idx = bisect.bisect_right(_STARTS, target) - 1
if idx < 0:
return None
start, end, lat, lon, city, country = _RANGES[idx]
if start <= target <= end:
return {
'lat': lat,
'lon': lon,
'city': city,
'country': country,
'country_name': '',
'region': '',
}
return None
# ---------------------------------------------------------------------------
# Public API
# ---------------------------------------------------------------------------
def lookup(ip_str: str) -> Optional[dict]:
"""查询 IP 对应的地理位置。
Tries MMDB first (if available), then falls back to text format.
Parameters
----------
ip_str:
IPv4 address as a dotted string (e.g. ``'8.8.8.8'``).
Returns
-------
dict or None
Keys: ``lat``, ``lon``, ``city``, ``country`` (ISO code),
``country_name``, ``region``.
When ASN database is available, also includes: ``isp``, ``asn``.
"""
if not ip_str or ip_str in ('None', '', '+', '-'):
return None
# MMDB first
if _mmdb_city is not None:
result = _lookup_mmdb(ip_str)
if result is not None:
return result
# MMDB miss — fall through to text
# Text fallback
return _lookup_text(ip_str)
def is_available() -> bool:
"""Return True if at least one GeoIP source is loaded."""
return _mmdb_city is not None or bool(_STARTS)
def source_name() -> str:
"""Return human-readable name of the active GeoIP source."""
if _mmdb_city is not None:
name = 'GeoLite2-City.mmdb'
if _mmdb_asn is not None:
name += ' + GeoLite2-ASN.mmdb'
return name
if _STARTS:
return 'geoip_data.txt (text fallback)'
return '(none)'
# ---------------------------------------------------------------------------
# Module-level initialisation
# ---------------------------------------------------------------------------
_load_mmdb()
if _mmdb_city is None:
_load_data_file()
logger.info('[GEOIP] active source: %s', source_name())