PyMISP/pymisp/abstract.py

441 lines
15 KiB
Python

#!/usr/bin/env python
# -*- coding: utf-8 -*-
import sys
import datetime
from deprecated import deprecated
from json import JSONEncoder
from uuid import UUID
try:
from rapidjson import load
from rapidjson import loads
from rapidjson import dumps
import rapidjson
HAS_RAPIDJSON = True
except ImportError:
from json import load
from json import loads
from json import dumps
import json
HAS_RAPIDJSON = False
import logging
from enum import Enum
from .exceptions import PyMISPInvalidFormat, PyMISPError
logger = logging.getLogger('pymisp')
if sys.version_info < (3, 0):
from collections import MutableMapping
import os
from cachetools import cached, LRUCache
resources_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), 'data')
misp_objects_path = os.path.join(resources_path, 'misp-objects', 'objects')
with open(os.path.join(resources_path, 'describeTypes.json'), 'r') as f:
describe_types = load(f)['result']
# This is required because Python 2 is a pain.
from datetime import tzinfo, timedelta
class UTC(tzinfo):
"""UTC"""
def utcoffset(self, dt):
return timedelta(0)
def tzname(self, dt):
return "UTC"
def dst(self, dt):
return timedelta(0)
class MISPFileCache(object):
# cache up to 150 JSON structures in class attribute
@staticmethod
@cached(cache=LRUCache(maxsize=150))
def _load_json(path):
if not os.path.exists(path):
return None
with open(path, 'r') as f:
data = load(f)
return data
elif sys.version_info < (3, 4):
from collections.abc import MutableMapping
from functools import lru_cache
import os
resources_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), 'data')
misp_objects_path = os.path.join(resources_path, 'misp-objects', 'objects')
with open(os.path.join(resources_path, 'describeTypes.json'), 'r') as f:
describe_types = load(f)['result']
class MISPFileCache(object):
# cache up to 150 JSON structures in class attribute
@staticmethod
@lru_cache(maxsize=150)
def _load_json(path):
if not os.path.exists(path):
return None
with open(path, 'r') as f:
data = load(f)
return data
else:
from collections.abc import MutableMapping
from functools import lru_cache
from pathlib import Path
resources_path = Path(__file__).parent / 'data'
misp_objects_path = resources_path / 'misp-objects' / 'objects'
with (resources_path / 'describeTypes.json').open('r') as f:
describe_types = load(f)['result']
class MISPFileCache(object):
# cache up to 150 JSON structures in class attribute
@staticmethod
@lru_cache(maxsize=150)
def _load_json(path):
if not path.exists():
return None
with path.open('r') as f:
data = load(f)
return data
class Distribution(Enum):
your_organisation_only = 0
this_community_only = 1
connected_communities = 2
all_communities = 3
sharing_group = 4
inherit = 5
class ThreatLevel(Enum):
high = 1
medium = 2
low = 3
undefined = 4
class Analysis(Enum):
initial = 0
ongoing = 1
completed = 2
def _int_to_str(d):
# transform all integer back to string
for k, v in d.items():
if isinstance(v, (int, float)) and not isinstance(v, bool):
d[k] = str(v)
return d
@deprecated(reason=" Use method default=pymisp_json_default instead of cls=MISPEncode", version='2.4.117', action='default')
class MISPEncode(JSONEncoder):
def default(self, obj):
if isinstance(obj, AbstractMISP):
return obj.jsonable()
elif isinstance(obj, (datetime.datetime, datetime.date)):
return obj.isoformat()
elif isinstance(obj, Enum):
return obj.value
elif isinstance(obj, UUID):
return str(obj)
return JSONEncoder.default(self, obj)
if HAS_RAPIDJSON:
def pymisp_json_default(obj):
if isinstance(obj, AbstractMISP):
return obj.jsonable()
elif isinstance(obj, (datetime.datetime, datetime.date)):
return obj.isoformat()
elif isinstance(obj, Enum):
return obj.value
elif isinstance(obj, UUID):
return str(obj)
return rapidjson.default(obj)
else:
def pymisp_json_default(obj):
if isinstance(obj, AbstractMISP):
return obj.jsonable()
elif isinstance(obj, (datetime.datetime, datetime.date)):
return obj.isoformat()
elif isinstance(obj, Enum):
return obj.value
elif isinstance(obj, UUID):
return str(obj)
return json.default(obj)
class AbstractMISP(MutableMapping, MISPFileCache):
__resources_path = resources_path
__misp_objects_path = misp_objects_path
__describe_types = describe_types
def __init__(self, **kwargs):
"""Abstract class for all the MISP objects.
NOTE: Every method in every classes inheriting this one are doing
changes in memory and do not modify data on a remote MISP instance.
To do so, you need to call the respective add_* or update_*
methods in ExpandedPyMISP/PyMISP.
"""
super(AbstractMISP, self).__init__()
self.__edited = True # As we create a new object, we assume it is edited
self.__not_jsonable = []
self.__self_defined_describe_types = None
if kwargs.get('force_timestamps') is not None:
# Ignore the edited objects and keep the timestamps.
self.__force_timestamps = True
else:
self.__force_timestamps = False
# List of classes having tags
from .mispevent import MISPAttribute, MISPEvent
self.__has_tags = (MISPAttribute, MISPEvent)
if isinstance(self, self.__has_tags):
self.Tag = []
setattr(AbstractMISP, 'add_tag', AbstractMISP.__add_tag)
setattr(AbstractMISP, 'tags', property(AbstractMISP.__get_tags, AbstractMISP.__set_tags))
@property
def describe_types(self):
if self.__self_defined_describe_types:
return self.__self_defined_describe_types
return self.__describe_types
@describe_types.setter
def describe_types(self, describe_types):
self.__self_defined_describe_types = describe_types
@property
def resources_path(self):
return self.__resources_path
@property
def misp_objects_path(self):
return self.__misp_objects_path
@misp_objects_path.setter
def misp_objects_path(self, misp_objects_path):
if sys.version_info >= (3, 0) and isinstance(misp_objects_path, str):
misp_objects_path = Path(misp_objects_path)
self.__misp_objects_path = misp_objects_path
def from_dict(self, **kwargs):
"""Loading all the parameters as class properties, if they aren't `None`.
This method aims to be called when all the properties requiring a special
treatment are processed.
Note: This method is used when you initialize an object with existing data so by default,
the class is flaged as not edited."""
for prop, value in kwargs.items():
if value is None:
continue
setattr(self, prop, value)
# We load an existing dictionary, marking it an not-edited
self.__edited = False
def update_not_jsonable(self, *args):
"""Add entries to the __not_jsonable list"""
self.__not_jsonable += args
def set_not_jsonable(self, *args):
"""Set __not_jsonable to a new list"""
self.__not_jsonable = args
def from_json(self, json_string):
"""Load a JSON string"""
self.from_dict(**loads(json_string))
def to_dict(self):
"""Dump the class to a dictionary.
This method automatically removes the timestamp recursively in every object
that has been edited is order to let MISP update the event accordingly."""
is_edited = self.edited
to_return = {}
for attribute, val in self.items():
if val is None:
continue
elif isinstance(val, list) and len(val) == 0:
continue
if attribute == 'timestamp':
if not self.__force_timestamps and is_edited:
# In order to be accepted by MISP, the timestamp of an object
# needs to be either newer, or None.
# If the current object is marked as edited, the easiest is to
# skip the timestamp and let MISP deal with it
continue
else:
val = self._datetime_to_timestamp(val)
to_return[attribute] = val
to_return = _int_to_str(to_return)
return to_return
def jsonable(self):
"""This method is used by the JSON encoder"""
return self.to_dict()
def _to_feed(self):
if not hasattr(self, '_fields_for_feed'):
raise PyMISPError('Unable to export in the feed format, _fields_for_feed is missing.')
if hasattr(self, '_set_default') and callable(self._set_default):
self._set_default()
to_return = {}
for field in self._fields_for_feed:
if getattr(self, field, None) is not None:
if field in ['timestamp', 'publish_timestamp']:
to_return[field] = self._datetime_to_timestamp(getattr(self, field))
elif isinstance(getattr(self, field), (datetime.datetime, datetime.date)):
to_return[field] = getattr(self, field).isoformat()
else:
to_return[field] = getattr(self, field)
else:
if field == 'data':
# data in attribute is special
continue
raise PyMISPError('The field {} is required in {} when generating a feed.'.format(field, self.__class__.__name__))
return to_return
def to_json(self, sort_keys=False, indent=None):
"""Dump recursively any class of type MISPAbstract to a json string"""
return dumps(self, default=pymisp_json_default, sort_keys=sort_keys, indent=indent)
def __getitem__(self, key):
try:
if key[0] != '_' and key not in self.__not_jsonable:
return self.__dict__[key]
raise KeyError
except AttributeError:
# Expected by pop and other dict-related methods
raise KeyError
def __setitem__(self, key, value):
setattr(self, key, value)
def __delitem__(self, key):
delattr(self, key)
def __iter__(self):
return iter({k: v for k, v in self.__dict__.items() if not (k[0] == '_' or k in self.__not_jsonable)})
def __len__(self):
return len([k for k in self.__dict__.keys() if not (k[0] == '_' or k in self.__not_jsonable)])
@property
def edited(self):
"""Recursively check if an object has been edited and update the flag accordingly
to the parent objects"""
if self.__edited:
return self.__edited
for p, val in self.items():
if isinstance(val, AbstractMISP) and val.edited:
self.__edited = True
break
elif isinstance(val, list) and all(isinstance(a, AbstractMISP) for a in val):
if any(a.edited for a in val):
self.__edited = True
break
return self.__edited
@edited.setter
def edited(self, val):
"""Set the edit flag"""
if isinstance(val, bool):
self.__edited = val
else:
raise PyMISPError('edited can only be True or False')
def __setattr__(self, name, value):
if name[0] != '_' and not self.__edited and name in self.keys():
# The private members don't matter
# If we already have a key with that name, we're modifying it.
self.__edited = True
super(AbstractMISP, self).__setattr__(name, value)
def _datetime_to_timestamp(self, d):
"""Convert a datetime.datetime object to a timestamp (int)"""
if isinstance(d, (int, float, str)) or (sys.version_info < (3, 0) and isinstance(d, unicode)):
# Assume we already have a timestamp
return int(d)
if sys.version_info >= (3, 3):
return int(d.timestamp())
else:
return int((d - datetime.datetime.fromtimestamp(0, UTC())).total_seconds())
def __add_tag(self, tag=None, **kwargs):
"""Add a tag to the attribute (by name or a MISPTag object)"""
if isinstance(tag, str):
misp_tag = MISPTag()
misp_tag.from_dict(name=tag)
elif isinstance(tag, MISPTag):
misp_tag = tag
elif isinstance(tag, dict):
misp_tag = MISPTag()
misp_tag.from_dict(**tag)
elif kwargs:
misp_tag = MISPTag()
misp_tag.from_dict(**kwargs)
else:
raise PyMISPInvalidFormat("The tag is in an invalid format (can be either string, MISPTag, or an expanded dict): {}".format(tag))
if misp_tag not in self.tags:
self.Tag.append(misp_tag)
self.edited = True
def __get_tags(self):
"""Returns a lost of tags associated to this Attribute"""
return self.Tag
def __set_tags(self, tags):
"""Set a list of prepared MISPTag."""
if all(isinstance(x, MISPTag) for x in tags):
self.Tag = tags
else:
raise PyMISPInvalidFormat('All the attributes have to be of type MISPTag.')
def __eq__(self, other):
if isinstance(other, AbstractMISP):
return self.to_dict() == other.to_dict()
elif isinstance(other, dict):
return self.to_dict() == other
else:
return False
def __repr__(self):
if hasattr(self, 'name'):
return '<{self.__class__.__name__}(name={self.name})'.format(self=self)
return '<{self.__class__.__name__}(NotInitialized)'.format(self=self)
class MISPTag(AbstractMISP):
_fields_for_feed = {'name', 'colour'}
def __init__(self):
super(MISPTag, self).__init__()
def from_dict(self, **kwargs):
if kwargs.get('Tag'):
kwargs = kwargs.get('Tag')
super(MISPTag, self).from_dict(**kwargs)
def _set_default(self):
if not hasattr(self, 'colour'):
self.colour = '#ffffff'
def _to_feed(self):
if hasattr(self, 'exportable') and not self.exportable:
return False
return super(MISPTag, self)._to_feed()