PyMISP/pymisp/mispevent.py

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# -*- coding: utf-8 -*-
import datetime
import time
import json
import os
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import base64
from io import BytesIO
from zipfile import ZipFile
import hashlib
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import sys
import uuid
from collections import Counter
from .abstract import AbstractMISP
from .exceptions import UnknownMISPObjectTemplate, InvalidMISPObject, PyMISPError, NewEventError, NewAttributeError
import six # Remove that import when discarding python2 support.
if six.PY2:
import warnings
warnings.warn("You're using python 2, it is strongly recommended to use python >=3.5")
try:
from dateutil.parser import parse
except ImportError:
pass
try:
import jsonschema
except ImportError:
pass
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try:
# pyme renamed to gpg the 2016-10-28
import gpg
from gpg.constants.sig import mode
has_pyme = True
except ImportError:
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try:
# pyme renamed to gpg the 2016-10-28
import pyme as gpg
from pyme.constants.sig import mode
has_pyme = True
except ImportError:
has_pyme = False
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# Least dirty way to support python 2 and 3
try:
basestring
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unicode
except NameError:
basestring = str
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unicode = str
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
class MISPAttribute(AbstractMISP):
def __init__(self, describe_types=None):
if not describe_types:
ressources_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), 'data')
with open(os.path.join(ressources_path, 'describeTypes.json'), 'r') as f:
t = json.load(f)
describe_types = t['result']
self.__categories = describe_types['categories']
self._types = describe_types['types']
self.__category_type_mapping = describe_types['category_type_mappings']
self.__sane_default = describe_types['sane_defaults']
def _reinitialize_attribute(self):
# Default values
self.category = None
self.type = None
self.value = None
self.to_ids = False
self.comment = ''
self.distribution = 5
# other possible values
self.data = None
self.encrypt = False
self.id = None
self.event_id = None
self.uuid = None
self.timestamp = None
self.sharing_group_id = None
self.deleted = None
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self.sig = None
self.SharingGroup = []
self.ShadowAttribute = []
self.disable_correlation = False
self.RelatedAttribute = []
self.Tag = []
def get_known_types(self):
return self._types
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def _serialize(self):
return '{type}{category}{to_ids}{uuid}{timestamp}{comment}{deleted}{value}'.format(
type=self.type, category=self.category, to_ids=self.to_ids, uuid=self.uuid, timestamp=self.timestamp,
comment=self.comment, deleted=self.deleted, value=self.value).encode()
def sign(self, gpg_uid, passphrase=None):
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if not has_pyme:
raise PyMISPError('pyme is required, please install: pip install --pre pyme3. You will also need libgpg-error-dev and libgpgme11-dev.')
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to_sign = self._serialize()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
c.signers = keys[:1]
if passphrase:
c.set_passphrase_cb(lambda *args: passphrase)
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signed, _ = c.sign(to_sign, mode=mode.DETACH)
self.sig = base64.b64encode(signed).decode()
def delete(self):
self.deleted = True
def add_tag(self, tag):
self.Tag.append({'name': tag})
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def verify(self, gpg_uid):
if not has_pyme:
raise PyMISPError('pyme is required, please install: pip install --pre pyme3. You will also need libgpg-error-dev and libgpgme11-dev.')
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signed_data = self._serialize()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
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try:
c.verify(signed_data, signature=base64.b64decode(self.sig), verify=keys[:1])
return {self.uuid: True}
except:
return {self.uuid: False}
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def set_all_values(self, **kwargs):
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# to be deprecated
self.from_dict(**kwargs)
def from_dict(self, **kwargs):
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if kwargs.get('type') and kwargs.get('category'):
if kwargs['type'] not in self.__category_type_mapping[kwargs['category']]:
raise NewAttributeError('{} and {} is an invalid combination, type for this category has to be in {}'.format(
kwargs.get('type'), kwargs.get('category'), (', '.join(self.__category_type_mapping[kwargs['category']]))))
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# Required
self.type = kwargs.pop('type', None)
if self.type is None:
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raise NewAttributeError('The type of the attribute is required.')
if self.type not in self.get_known_types():
raise NewAttributeError('{} is invalid, type has to be in {}'.format(self.type, (', '.join(self._types))))
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type_defaults = self.__sane_default[self.type]
self.value = kwargs.pop('value', None)
if self.value is None:
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raise NewAttributeError('The value of the attribute is required.')
# Default values
self.category = kwargs.pop('category', type_defaults['default_category'])
if self.category not in self.__categories:
raise NewAttributeError('{} is invalid, category has to be in {}'.format(self.category, (', '.join(self.__categories))))
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self.to_ids = kwargs.pop('to_ids', bool(int(type_defaults['to_ids'])))
if not isinstance(self.to_ids, bool):
raise NewAttributeError('{} is invalid, to_ids has to be True or False'.format(self.to_ids))
if kwargs.get('distribution') is not None:
self.distribution = int(kwargs.pop('distribution'))
if self.distribution not in [0, 1, 2, 3, 4, 5]:
raise NewAttributeError('{} is invalid, the distribution has to be in 0, 1, 2, 3, 4, 5'.format(self.distribution))
# other possible values
if kwargs.get('data'):
self.data = kwargs.pop('data')
self._load_data()
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if kwargs.get('id'):
self.id = int(kwargs.pop('id'))
if kwargs.get('event_id'):
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self.event_id = int(kwargs.pop('event_id'))
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if kwargs.get('timestamp'):
self.timestamp = datetime.datetime(1970, 1, 1) + datetime.timedelta(seconds=int(kwargs.pop('timestamp')))
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if kwargs.get('sharing_group_id'):
self.sharing_group_id = int(kwargs.pop('sharing_group_id'))
if kwargs.get('Tag'):
self.Tag = [t for t in kwargs.pop('Tag', []) if t]
# If the user wants to disable correlation, let them. Defaults to False.
self.disable_correlation = kwargs.pop("disable_correlation", False)
if self.disable_correlation is None:
self.disable_correlation = False
for k, v in kwargs.items():
setattr(self, k, v)
def _prepare_new_malware_sample(self):
if '|' in self.value:
# Get the filename, ignore the md5, because humans.
self.malware_filename, md5 = self.value.split('|')
else:
# Assuming the user only passed the filename
self.malware_filename = self.value
m = hashlib.md5()
m.update(self.data.getvalue())
self.value = self.malware_filename
md5 = m.hexdigest()
self.value = '{}|{}'.format(self.malware_filename, md5)
self._malware_binary = self.data
self.encrypt = True
def _load_data(self):
if not isinstance(self.data, BytesIO):
self.data = BytesIO(base64.b64decode(self.data))
if self.type == 'malware-sample':
try:
with ZipFile(self.data) as f:
for name in f.namelist():
if name.endswith('.txt'):
with f.open(name, pwd=b'infected') as unpacked:
self.malware_filename = unpacked.read().decode()
else:
with f.open(name, pwd=b'infected') as unpacked:
self._malware_binary = BytesIO(unpacked.read())
except:
# not a encrypted zip file, assuming it is a new malware sample
self._prepare_new_malware_sample()
def get_malware_binary(self):
if hasattr(self, '_malware_binary'):
return self._malware_binary
return None
def _json(self):
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# DEPRECATED
return self.to_dict()
def _json_full(self):
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# DEPRECATED
return self.to_dict()
def to_dict(self, with_timestamp=False):
to_return = {}
for attribute in self.properties():
val = getattr(self, attribute, None)
if val in [None, []]:
continue
if attribute == 'data':
to_return['data'] = base64.b64encode(self.data.getvalue()).decode()
elif attribute == 'timestamp':
if with_timestamp:
to_return['timestamp'] = int(time.mktime(self.timestamp.timetuple()))
else:
to_return[attribute] = val
to_return = _int_to_str(to_return)
return to_return
class MISPEvent(AbstractMISP):
def __init__(self, describe_types=None, strict_validation=False):
ressources_path = os.path.join(os.path.abspath(os.path.dirname(__file__)), 'data')
if strict_validation:
with open(os.path.join(ressources_path, 'schema.json'), 'r') as f:
self.__json_schema = json.load(f)
else:
with open(os.path.join(ressources_path, 'schema-lax.json'), 'r') as f:
self.__json_schema = json.load(f)
if not describe_types:
with open(os.path.join(ressources_path, 'describeTypes.json'), 'r') as f:
t = json.load(f)
describe_types = t['result']
self._types = describe_types['types']
self.attributes = []
def _reinitialize_event(self):
# Default values for a valid event to send to a MISP instance
self.distribution = 3
self.threat_level_id = 2
self.analysis = 0
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self.info = None
self.published = False
self.date = datetime.date.today()
self.attributes = []
# All other keys
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self.sig = None
self.global_sig = None
self.id = None
self.orgc_id = None
self.org_id = None
self.uuid = None
self.attribute_count = None
self.timestamp = None
self.proposal_email_lock = None
self.locked = None
self.publish_timestamp = None
self.sharing_group_id = None
self.Org = None
self.Orgc = None
self.ShadowAttribute = []
self.RelatedEvent = []
self.Tag = []
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self.Galaxy = None
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self.Object = None
def get_known_types(self):
return self._types
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def _serialize(self):
return '{date}{threat_level_id}{info}{uuid}{analysis}{timestamp}'.format(
date=self.date, threat_level_id=self.threat_level_id, info=self.info,
uuid=self.uuid, analysis=self.analysis, timestamp=self.timestamp).encode()
def _serialize_sigs(self):
all_sigs = self.sig
for a in self.attributes:
all_sigs += a.sig
return all_sigs.encode()
def sign(self, gpg_uid, passphrase=None):
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if not has_pyme:
raise PyMISPError('pyme is required, please install: pip install --pre pyme3. You will also need libgpg-error-dev and libgpgme11-dev.')
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to_sign = self._serialize()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
c.signers = keys[:1]
if passphrase:
c.set_passphrase_cb(lambda *args: passphrase)
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signed, _ = c.sign(to_sign, mode=mode.DETACH)
self.sig = base64.b64encode(signed).decode()
for a in self.attributes:
a.sign(gpg_uid, passphrase)
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to_sign_global = self._serialize_sigs()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
c.signers = keys[:1]
if passphrase:
c.set_passphrase_cb(lambda *args: passphrase)
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signed, _ = c.sign(to_sign_global, mode=mode.DETACH)
self.global_sig = base64.b64encode(signed).decode()
def verify(self, gpg_uid):
if not has_pyme:
raise PyMISPError('pyme is required, please install: pip install --pre pyme3. You will also need libgpg-error-dev and libgpgme11-dev.')
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to_return = {}
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signed_data = self._serialize()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
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try:
c.verify(signed_data, signature=base64.b64decode(self.sig), verify=keys[:1])
to_return[self.uuid] = True
except:
to_return[self.uuid] = False
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for a in self.attributes:
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to_return.update(a.verify(gpg_uid))
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to_verify_global = self._serialize_sigs()
with gpg.Context() as c:
keys = list(c.keylist(gpg_uid))
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try:
c.verify(to_verify_global, signature=base64.b64decode(self.global_sig), verify=keys[:1])
to_return['global'] = True
except:
to_return['global'] = False
return to_return
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def load_file(self, event_path):
if not os.path.exists(event_path):
raise PyMISPError('Invalid path, unable to load the event.')
with open(event_path, 'r') as f:
self.load(f)
def load(self, json_event):
if hasattr(json_event, 'read'):
# python2 and python3 compatible to find if we have a file
json_event = json_event.read()
if isinstance(json_event, basestring):
json_event = json.loads(json_event)
if json_event.get('response'):
event = json_event.get('response')[0]
else:
event = json_event
if not event:
raise PyMISPError('Invalid event')
# Invalid event created by MISP up to 2.4.52 (attribute_count is none instead of '0')
if event.get('Event') and event.get('Event').get('attribute_count') is None:
event['Event']['attribute_count'] = '0'
jsonschema.validate(event, self.__json_schema)
e = event.get('Event')
self.set_all_values(**e)
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def set_date(self, date, ignore_invalid=False):
if isinstance(date, basestring) or isinstance(date, unicode):
self.date = parse(date).date()
elif isinstance(date, datetime.datetime):
self.date = date.date()
elif isinstance(date, datetime.date):
self.date = date
else:
if ignore_invalid:
self.date = datetime.date.today()
else:
raise NewEventError('Invalid format for the date: {} - {}'.format(date, type(date)))
def set_all_values(self, **kwargs):
# to be deprecated
self.from_dict(**kwargs)
def from_dict(self, **kwargs):
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# Required value
self.info = kwargs.pop('info', None)
if not self.info:
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raise NewAttributeError('The info field of the new event is required.')
# Default values for a valid event to send to a MISP instance
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if kwargs.get('distribution') is not None:
self.distribution = int(kwargs.pop('distribution'))
if self.distribution not in [0, 1, 2, 3, 4]:
raise NewAttributeError('{} is invalid, the distribution has to be in 0, 1, 2, 3, 4'.format(self.distribution))
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if kwargs.get('threat_level_id') is not None:
self.threat_level_id = int(kwargs.pop('threat_level_id'))
if self.threat_level_id not in [1, 2, 3, 4]:
raise NewEventError('{} is invalid, the threat_level has to be in 1, 2, 3, 4'.format(self.threat_level_id))
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if kwargs.get('analysis') is not None:
self.analysis = int(kwargs.pop('analysis'))
if self.analysis not in [0, 1, 2]:
raise NewEventError('{} is invalid, the analysis has to be in 0, 1, 2'.format(self.analysis))
self.published = kwargs.pop('published', None)
if self.published is True:
self.publish()
else:
self.unpublish()
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if kwargs.get('date'):
self.set_date(kwargs.pop('date'))
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if kwargs.get('Attribute'):
for a in kwargs.pop('Attribute'):
attribute = MISPAttribute()
attribute.set_all_values(**a)
if not hasattr(self, 'attributes'):
self.attributes = []
self.attributes.append(attribute)
# All other keys
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if kwargs.get('id'):
self.id = int(kwargs.pop('id'))
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if kwargs.get('orgc_id'):
self.orgc_id = int(kwargs.pop('orgc_id'))
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if kwargs.get('org_id'):
self.org_id = int(kwargs.pop('org_id'))
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if kwargs.get('timestamp'):
self.timestamp = datetime.datetime(1970, 1, 1) + datetime.timedelta(seconds=int(kwargs.pop('timestamp')))
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if kwargs.get('publish_timestamp'):
self.publish_timestamp = datetime.datetime(1970, 1, 1) + datetime.timedelta(seconds=int(kwargs.pop('publish_timestamp')))
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if kwargs.get('sharing_group_id'):
self.sharing_group_id = int(kwargs.pop('sharing_group_id'))
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if kwargs.get('RelatedEvent'):
self.RelatedEvent = []
for rel_event in kwargs.pop('RelatedEvent'):
sub_event = MISPEvent()
sub_event.load(rel_event)
self.RelatedEvent.append(sub_event)
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if kwargs.get('Tag'):
self.Tag = [t for t in kwargs.pop('Tag', []) if t]
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if kwargs.get('Object'):
self.Object = []
for obj in kwargs.pop('Object'):
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tmp_object = MISPObject(obj['name'])
tmp_object.from_dict(**obj)
self.Object.append(tmp_object)
for k, v in kwargs.items():
setattr(self, k, v)
def _json(self):
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# DEPTECATED
return self.to_dict()
def to_dict(self, with_timestamp=False):
to_return = super(MISPEvent, self).to_dict()
if to_return.get('date'):
to_return['date'] = self.date.isoformat()
if to_return.get('attributes'):
attributes = to_return.pop('attributes')
to_return['Attribute'] = [attribute.to_dict(with_timestamp) for attribute in attributes]
if to_return.get('RelatedEvent'):
to_return['RelatedEvent'] = [rel_event.to_dict() for rel_event in self.RelatedEvent]
if with_timestamp and to_return.get('timestamp'):
to_return['timestamp'] = int(time.mktime(self.timestamp.timetuple()))
else:
to_return.pop('timestamp', None)
if with_timestamp and to_return.get('publish_timestamp'):
to_return['publish_timestamp'] = int(time.mktime(self.publish_timestamp.timetuple()))
else:
to_return.pop('publish_timestamp', None)
to_return = _int_to_str(to_return)
to_return = {'Event': to_return}
jsonschema.validate(to_return, self.__json_schema)
return to_return
def add_tag(self, tag):
self.Tag.append({'name': tag})
def add_attribute_tag(self, tag, attribute_identifier):
attribute = None
for a in self.attributes:
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if (a.id == attribute_identifier or a.uuid == attribute_identifier or
attribute_identifier == a.value or attribute_identifier in a.value.split('|')):
a.add_tag(tag)
attribute = a
if not attribute:
raise Exception('No attribute with identifier {} found.'.format(attribute_identifier))
return attribute
def publish(self):
self.published = True
def unpublish(self):
self.published = False
def delete_attribute(self, attribute_id):
found = False
for a in self.attributes:
if a.id == attribute_id or a.uuid == attribute_id:
a.delete()
found = True
break
if not found:
raise Exception('No attribute with UUID/ID {} found.'.format(attribute_id))
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def add_attribute(self, type, value, **kwargs):
attribute = MISPAttribute()
if isinstance(value, list):
for a in value:
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self.add_attribute(type, a, **kwargs)
else:
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attribute.set_all_values(type=type, value=value, **kwargs)
if not hasattr(self, 'attributes'):
self.attributes = []
self.attributes.append(attribute)
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class MISPObjectReference(AbstractMISP):
def __init__(self):
super(MISPObjectReference, self).__init__()
def from_dict(self, object_uuid, referenced_uuid, relationship_type, comment=None, **kwargs):
self.object_uuid = object_uuid
self.referenced_uuid = referenced_uuid
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self.relationship_type = relationship_type
self.comment = comment
for k, v in kwargs:
setattr(self, k, v)
class MISPObjectAttribute(MISPAttribute):
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def __init__(self, definition):
super(MISPObjectAttribute, self).__init__()
self.__definition = definition
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def from_dict(self, object_relation, value, **kwargs):
self.object_relation = object_relation
self.value = value
# Initialize the new MISPAttribute
# Get the misp attribute type from the definition
self.type = kwargs.pop('type', None)
if self.type is None:
self.type = self.__definition.get('misp-attribute')
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self.disable_correlation = kwargs.pop('disable_correlation', None)
if self.disable_correlation is None:
# The correlation can be disabled by default in the object definition.
# Use this value if it isn't overloaded by the object
self.disable_correlation = self.__definition.get('disable_correlation')
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self.to_ids = kwargs.pop('to_ids', None)
if self.to_ids is None:
# Same for the to_ids flag
self.to_ids = self.__definition.get('to_ids')
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kwargs.update(**self)
super(MISPObjectAttribute, self).from_dict(**kwargs)
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class MISPObject(AbstractMISP):
def __init__(self, name, strict=True):
super(MISPObject, self).__init__()
self.__strict = strict
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self.name = name
self.__misp_objects_path = os.path.join(
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os.path.abspath(os.path.dirname(sys.modules['pymisp'].__file__)),
'data', 'misp-objects', 'objects')
if os.path.exists(os.path.join(self.__misp_objects_path, self.name, 'definition.json')):
self.__known_template = True
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else:
if self.__strict:
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raise UnknownMISPObjectTemplate('{} is unknown in the MISP object directory.')
else:
self.__known_template = False
if self.__known_template:
with open(os.path.join(self.__misp_objects_path, self.name, 'definition.json'), 'r') as f:
self.__definition = json.load(f)
setattr(self, 'meta-category', self.__definition['meta-category'])
self.template_uuid = self.__definition['uuid']
self.description = self.__definition['description']
self.template_version = self.__definition['version']
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else:
# FIXME We need to set something for meta-category, template_uuid, description and template_version
pass
self.uuid = str(uuid.uuid4())
self.Attribute = []
self.ObjectReference = []
def from_dict(self, **kwargs):
if self.__known_template:
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if kwargs.get('template_uuid') and kwargs['template_uuid'] != self.template_uuid:
if self.__strict:
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raise UnknownMISPObjectTemplate('UUID of the object is different from the one of the template.')
else:
self.__known_template = False
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if kwargs.get('template_version') and int(kwargs['template_version']) != self.template_version:
if self.strict:
raise UnknownMISPObjectTemplate('Version of the object ({}) is different from the one of the template ({}).'.format(kwargs['template_version'], self.template_version))
else:
self.__known_template = False
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for key, value in kwargs.items():
if key == 'Attribute':
for v in value:
self.add_attribute(**v)
elif key == 'ObjectReference':
for v in value:
self.add_reference(**v)
else:
setattr(self, key, value)
def to_dict(self, strict=True):
if strict or self.__strict and self.__known_template:
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self._validate()
return super(MISPObject, self).to_dict()
def to_json(self, strict=True):
if strict or self.__strict and self.__known_template:
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self._validate()
return super(MISPObject, self).to_json()
def _validate(self):
"""Make sure the object we're creating has the required fields"""
all_object_relations = []
for a in self.Attribute:
all_object_relations.append(a.object_relation)
count_relations = dict(Counter(all_object_relations))
for key, counter in count_relations.items():
if counter == 1:
continue
if not self.__definition['attributes'][key].get('multiple'):
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raise InvalidMISPObject('Multiple occurrences of {} is not allowed'.format(key))
all_attribute_names = set(count_relations.keys())
if self.__definition.get('requiredOneOf'):
if not set(self.__definition['requiredOneOf']) & all_attribute_names:
raise InvalidMISPObject('At least one of the following attributes is required: {}'.format(', '.join(self.__definition['requiredOneOf'])))
if self.__definition.get('required'):
for r in self.__definition.get('required'):
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if r not in all_attribute_names:
raise InvalidMISPObject('{} is required'.format(r))
return True
def add_reference(self, referenced_uuid, relationship_type, comment=None, **kwargs):
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"""Add a link (uuid) to an other object"""
if kwargs.get('object_uuid'):
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# Load existing object
object_uuid = kwargs.get('object_uuid')
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else:
# New reference
object_uuid = self.uuid
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reference = MISPObjectReference()
reference.from_dict(object_uuid=object_uuid, referenced_uuid=referenced_uuid,
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relationship_type=relationship_type, comment=comment, **kwargs)
self.ObjectReference.append(reference)
def add_attribute(self, object_relation, **value):
if value.get('value') is None:
return None
if self.__known_template:
attribute = MISPObjectAttribute(self.__definition['attributes'][object_relation])
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else:
attribute = MISPObjectAttribute({})
attribute.from_dict(object_relation, **value)
self.Attribute.append(attribute)
return attribute