whois_analyzer.py hinzugefügt

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Mario Stöckl 2025-08-25 13:15:20 +00:00
parent 51ac3c692a
commit 7c34d76f3a

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"""Index analyzer plugin for WHOIS data enrichment."""
import ipaddress
import logging
import time
import os
from typing import Dict, Optional, Set
import requests
from flask import current_app
from timesketch.lib.analyzers import interface
from timesketch.lib.analyzers import manager
# Try to import whois library, with fallback handling
try:
import whois
HAS_WHOIS = True
except ImportError:
HAS_WHOIS = False
logger = logging.getLogger("timesketch.analyzers.whois_enrichment")
class WhoisEnrichmentAnalyzer(interface.BaseAnalyzer):
"""Analyzer to enrich IP addresses with WHOIS data."""
NAME = 'whois_enrichment'
DISPLAY_NAME = 'WHOIS IP Enrichment'
DESCRIPTION = 'Enriches source IP addresses with WHOIS/ASN data'
# Common IP fields to check (same as GeoIP analyzer for consistency)
IP_FIELDS = [
'ip',
'host_ip',
'src_ip',
'dst_ip',
'source_ip',
'dest_ip',
'ip_address',
'client_ip',
'address',
'saddr',
'daddr'
]
def __init__(self, index_name, sketch_id, timeline_id=None):
super().__init__(index_name, sketch_id, timeline_id)
# Configuration options
self.batch_size = current_app.config.get('WHOIS_BATCH_SIZE', 50)
self.rate_limit_delay = current_app.config.get('WHOIS_RATE_LIMIT_DELAY', 1.0)
self.max_retries = current_app.config.get('WHOIS_MAX_RETRIES', 2)
self.timeout = current_app.config.get('WHOIS_TIMEOUT', 30)
# Cache to avoid duplicate queries
self.whois_cache: Dict[str, Optional[Dict]] = {}
self.processed_ips: Set[str] = set()
def _validate_ip(self, ip_address: str) -> bool:
"""Validate an IP address for analysis (same logic as GeoIP analyzer).
Args:
ip_address: The IP address to validate
Returns:
True if IP is valid and global (public)
"""
try:
ip = ipaddress.ip_address(ip_address.strip())
return ip.is_global
except (ValueError, AttributeError):
return False
def _get_asn_data_via_api(self, ip_address: str) -> Optional[Dict]:
"""Get ASN data using a free API service as fallback.
Args:
ip_address: IP address to lookup
Returns:
Dictionary with ASN data or None
"""
try:
# Using ip-api.com which has a free tier
# Alternative: ipinfo.io, whoisapi.org, etc.
url = f"http://ip-api.com/json/{ip_address}?fields=as,asname,isp,org,country,regionName,city"
response = requests.get(url, timeout=self.timeout)
if response.status_code == 200:
data = response.json()
if data.get('status') == 'success':
# Parse ASN number from 'as' field (format: "AS15169 Google LLC")
as_info = data.get('as', '')
asn = None
if as_info and as_info.startswith('AS'):
asn = as_info.split()[0][2:] # Remove 'AS' prefix
return {
'asn': asn,
'asn_name': data.get('asname'),
'isp': data.get('isp'),
'organization': data.get('org'),
'country': data.get('country'),
'region': data.get('regionName'),
'city': data.get('city')
}
return None
except Exception as e:
logger.debug(f"API lookup failed for {ip_address}: {e}")
return None
def _get_whois_data_python_whois(self, ip_address: str) -> Optional[Dict]:
"""Get WHOIS data using python-whois library.
Args:
ip_address: IP address to lookup
Returns:
Dictionary with WHOIS data or None
"""
if not HAS_WHOIS:
return None
try:
w = whois.whois(ip_address)
# Extract relevant information
data = {}
# Network information
if hasattr(w, 'nets') and w.nets:
net = w.nets[0] if isinstance(w.nets, list) else w.nets
data['network_name'] = getattr(net, 'name', None)
data['network_range'] = getattr(net, 'range', None)
data['network_type'] = getattr(net, 'type', None)
# ASN information
if hasattr(w, 'asn'):
data['asn'] = w.asn
if hasattr(w, 'asn_description'):
data['asn_description'] = w.asn_description
# Organization information
if hasattr(w, 'org'):
data['organization'] = w.org
if hasattr(w, 'address'):
data['address'] = w.address
if hasattr(w, 'city'):
data['city'] = w.city
if hasattr(w, 'state'):
data['state'] = w.state
if hasattr(w, 'country'):
data['country'] = w.country
# Registration dates
if hasattr(w, 'creation_date'):
data['creation_date'] = str(w.creation_date)
if hasattr(w, 'updated_date'):
data['updated_date'] = str(w.updated_date)
return data if data else None
except Exception as e:
logger.debug(f"Python-whois lookup failed for {ip_address}: {e}")
return None
def _get_whois_data(self, ip_address: str) -> Optional[Dict]:
"""Get WHOIS data for an IP address using available methods.
Args:
ip_address: IP address to lookup
Returns:
Dictionary with WHOIS data or None
"""
if ip_address in self.whois_cache:
return self.whois_cache[ip_address]
whois_data = None
# Try python-whois first if available
if HAS_WHOIS:
whois_data = self._get_whois_data_python_whois(ip_address)
# Fallback to API if python-whois failed or unavailable
if not whois_data:
whois_data = self._get_asn_data_via_api(ip_address)
# Cache the result (even if None)
self.whois_cache[ip_address] = whois_data
return whois_data
def _enrich_event(self, event, ip_field: str, whois_data: Dict):
"""Add WHOIS data to the event.
Args:
event: The event object to enrich
ip_field: The field name containing the IP address
whois_data: Dictionary with WHOIS data
"""
try:
# Create enrichment attributes with field-specific naming
enrichment = {'whois_checked': True}
# Add ASN information
if whois_data.get('asn'):
enrichment[f'{ip_field}_asn'] = whois_data['asn']
if whois_data.get('asn_name') or whois_data.get('asn_description'):
asn_name = whois_data.get('asn_name') or whois_data.get('asn_description')
enrichment[f'{ip_field}_asn_name'] = asn_name
# Add organization information
if whois_data.get('organization'):
enrichment[f'{ip_field}_organization'] = whois_data['organization']
if whois_data.get('isp'):
enrichment[f'{ip_field}_isp'] = whois_data['isp']
# Add network information
if whois_data.get('network_name'):
enrichment[f'{ip_field}_network_name'] = whois_data['network_name']
if whois_data.get('network_range'):
enrichment[f'{ip_field}_network_range'] = whois_data['network_range']
if whois_data.get('network_type'):
enrichment[f'{ip_field}_network_type'] = whois_data['network_type']
# Add location information (if not covered by GeoIP)
if whois_data.get('country'):
enrichment[f'{ip_field}_whois_country'] = whois_data['country']
if whois_data.get('region'):
enrichment[f'{ip_field}_whois_region'] = whois_data['region']
if whois_data.get('city'):
enrichment[f'{ip_field}_whois_city'] = whois_data['city']
# Add registration dates
if whois_data.get('creation_date'):
enrichment[f'{ip_field}_creation_date'] = whois_data['creation_date']
if whois_data.get('updated_date'):
enrichment[f'{ip_field}_updated_date'] = whois_data['updated_date']
event.add_attributes(enrichment)
event.add_tags(['whois-enriched'])
event.commit()
except Exception as e:
logger.error(f"Error enriching event for {ip_field}: {e}")
# Still mark as checked to avoid reprocessing
try:
event.add_attributes({'whois_checked': True, 'whois_error': str(e)})
event.commit()
except Exception as commit_error:
logger.error(f"Error marking event as checked: {commit_error}")
def run(self):
"""Main analyzer logic."""
logger.info("Starting WHOIS enrichment analysis")
# Build query for events with IP fields that haven't been checked
ip_exists_queries = [f'_exists_:{field}' for field in self.IP_FIELDS]
query = f'({" OR ".join(ip_exists_queries)}) AND NOT _exists_:whois_checked'
events = self.event_stream(
query_string=query,
return_fields=self.IP_FIELDS + ['whois_checked']
)
total_processed = 0
enriched_count = 0
try:
current_batch = []
for event in events:
current_batch.append(event)
if len(current_batch) >= self.batch_size:
processed, enriched = self._process_batch(current_batch)
total_processed += processed
enriched_count += enriched
current_batch = []
# Rate limiting
if self.rate_limit_delay > 0:
time.sleep(self.rate_limit_delay)
# Log progress
if total_processed % (self.batch_size * 5) == 0:
logger.info(f"Progress: {total_processed} processed, {enriched_count} enriched")
# Process remaining events
if current_batch:
processed, enriched = self._process_batch(current_batch)
total_processed += processed
enriched_count += enriched
except Exception as e:
logger.error(f"Error during WHOIS processing: {e}")
# Create a view if we enriched any events
if enriched_count > 0:
self.sketch.add_view(
view_name="WHOIS Enriched Events",
analyzer_name=self.NAME,
query_string='tag:"whois-enriched"'
)
logger.info(f"WHOIS enrichment complete: {total_processed} processed, {enriched_count} enriched")
return f"Processed {total_processed} events, enriched {enriched_count} with WHOIS data"
def _process_batch(self, events):
"""Process a batch of events.
Args:
events: List of events to process
Returns:
Tuple of (processed_count, enriched_count)
"""
processed_count = 0
enriched_count = 0
for event in events:
processed_count += 1
# Check each IP field in the event
for ip_field in self.IP_FIELDS:
ip_value = event.source.get(ip_field)
if not ip_value:
continue
# Handle both single IP and list of IPs
if isinstance(ip_value, str):
ip_addresses = [ip_value]
else:
ip_addresses = ip_value if isinstance(ip_value, list) else [str(ip_value)]
for ip_addr in ip_addresses:
if not self._validate_ip(ip_addr):
continue
if ip_addr in self.processed_ips:
continue
self.processed_ips.add(ip_addr)
# Get WHOIS data
whois_data = self._get_whois_data(ip_addr)
if whois_data:
self._enrich_event(event, ip_field, whois_data)
enriched_count += 1
logger.debug(f"Enriched {ip_addr} with WHOIS data")
else:
# Mark as checked even if no data found
event.add_attributes({'whois_checked': True, 'whois_no_data': True})
event.commit()
logger.debug(f"No WHOIS data for {ip_addr}")
# Break after first successful IP processing to avoid duplicate enrichment
break
else:
continue
break
# If no valid IPs found, still mark as checked
if not any(event.source.get(field) for field in self.IP_FIELDS):
event.add_attributes({'whois_checked': True})
event.commit()
return processed_count, enriched_count
# Register the analyzer
manager.AnalysisManager.register_analyzer(WhoisEnrichmentAnalyzer)