cti-python-stix2/stix2/utils.py

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"""Utility functions and classes for the stix2 library."""
from collections import Mapping
import copy
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import datetime as dt
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import json
from dateutil import parser
import pytz
from .exceptions import (InvalidValueError, RevokeError,
UnmodifiablePropertyError)
# Sentinel value for properties that should be set to the current time.
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# We can't use the standard 'default' approach, since if there are multiple
# timestamps in a single object, the timestamps will vary by a few microseconds.
NOW = object()
# STIX object properties that cannot be modified
STIX_UNMOD_PROPERTIES = ['created', 'created_by_ref', 'id', 'type']
TYPE_REGEX = r'^\-?[a-z0-9]+(-[a-z0-9]+)*\-?$'
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class STIXdatetime(dt.datetime):
def __new__(cls, *args, **kwargs):
precision = kwargs.pop('precision', None)
if isinstance(args[0], dt.datetime): # Allow passing in a datetime object
dttm = args[0]
args = (dttm.year, dttm.month, dttm.day, dttm.hour, dttm.minute,
dttm.second, dttm.microsecond, dttm.tzinfo)
# self will be an instance of STIXdatetime, not dt.datetime
self = dt.datetime.__new__(cls, *args, **kwargs)
self.precision = precision
return self
def __repr__(self):
return "'%s'" % format_datetime(self)
def deduplicate(stix_obj_list):
"""Deduplicate a list of STIX objects to a unique set.
Reduces a set of STIX objects to unique set by looking
at 'id' and 'modified' fields - as a unique object version
is determined by the combination of those fields
Note: Be aware, as can be seen in the implementation
of deduplicate(),that if the "stix_obj_list" argument has
multiple STIX objects of the same version, the last object
version found in the list will be the one that is returned.
Args:
stix_obj_list (list): list of STIX objects (dicts)
Returns:
A list with a unique set of the passed list of STIX objects.
"""
unique_objs = {}
for obj in stix_obj_list:
try:
unique_objs[(obj['id'], obj['modified'])] = obj
except KeyError:
# Handle objects with no `modified` property, e.g. marking-definition
unique_objs[(obj['id'], obj['created'])] = obj
return list(unique_objs.values())
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def get_timestamp():
"""Return a STIX timestamp of the current date and time."""
return STIXdatetime.now(tz=pytz.UTC)
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def format_datetime(dttm):
"""Convert a datetime object into a valid STIX timestamp string.
1. Convert to timezone-aware
2. Convert to UTC
3. Format in ISO format
4. Ensure correct precision
a. Add subsecond value if non-zero and precision not defined
5. Add "Z"
"""
if dttm.tzinfo is None or dttm.tzinfo.utcoffset(dttm) is None:
# dttm is timezone-naive; assume UTC
zoned = pytz.utc.localize(dttm)
else:
zoned = dttm.astimezone(pytz.utc)
ts = zoned.strftime('%Y-%m-%dT%H:%M:%S')
ms = zoned.strftime('%f')
precision = getattr(dttm, 'precision', None)
if precision == 'second':
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pass # Already precise to the second
elif precision == 'millisecond':
ts = ts + '.' + ms[:3]
elif zoned.microsecond > 0:
ts = ts + '.' + ms.rstrip('0')
return ts + 'Z'
def parse_into_datetime(value, precision=None):
"""Parse a value into a valid STIX timestamp object.
"""
if isinstance(value, dt.date):
if hasattr(value, 'hour'):
ts = value
else:
# Add a time component
ts = dt.datetime.combine(value, dt.time(0, 0, tzinfo=pytz.utc))
else:
# value isn't a date or datetime object so assume it's a string
try:
parsed = parser.parse(value)
except (TypeError, ValueError):
# Unknown format
raise ValueError("must be a datetime object, date object, or "
"timestamp string in a recognizable format.")
if parsed.tzinfo:
ts = parsed.astimezone(pytz.utc)
else:
# Doesn't have timezone info in the string; assume UTC
ts = pytz.utc.localize(parsed)
# Ensure correct precision
if not precision:
return STIXdatetime(ts, precision=precision)
ms = ts.microsecond
if precision == 'second':
ts = ts.replace(microsecond=0)
elif precision == 'millisecond':
ms_len = len(str(ms))
if ms_len > 3:
# Truncate to millisecond precision
factor = 10 ** (ms_len - 3)
ts = ts.replace(microsecond=(ts.microsecond // factor) * factor)
else:
ts = ts.replace(microsecond=0)
return STIXdatetime(ts, precision=precision)
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def _get_dict(data):
"""Return data as a dictionary.
Input can be a dictionary, string, or file-like object.
"""
if type(data) is dict:
return data
else:
try:
return json.loads(data)
except TypeError:
pass
try:
return json.load(data)
except AttributeError:
pass
try:
return dict(data)
except (ValueError, TypeError):
raise ValueError("Cannot convert '%s' to dictionary." % str(data))
def _find(seq, val):
"""
Search sequence 'seq' for val. This behaves like str.find(): if not found,
-1 is returned instead of throwing an exception.
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Args:
seq: The sequence to search
val: The value to search for
Returns:
int: The index of the value if found, or -1 if not found
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"""
try:
return seq.index(val)
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except ValueError:
return -1
def _find_property_in_seq(seq, search_key, search_value):
"""
Helper for find_property_index(): search for the property in all elements
of the given sequence.
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Args:
seq: The sequence
search_key: Property name to find
search_value: Property value to find
Returns:
int: A property index, or -1 if the property was not found
"""
idx = -1
for elem in seq:
idx = find_property_index(elem, search_key, search_value)
if idx >= 0:
break
return idx
def find_property_index(obj, search_key, search_value):
"""
Search (recursively) for the given key and value in the given object.
Return an index for the key, relative to whatever object it's found in.
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Args:
obj: The object to search (list, dict, or stix object)
search_key: A search key
search_value: A search value
Returns:
int: An index; -1 if the key and value aren't found
"""
from .base import _STIXBase
# Special-case keys which are numbers-as-strings, e.g. for cyber-observable
# mappings. Use the int value of the key as the index.
if search_key.isdigit():
return int(search_key)
if isinstance(obj, _STIXBase):
if search_key in obj and obj[search_key] == search_value:
idx = _find(obj.object_properties(), search_key)
else:
idx = _find_property_in_seq(obj.values(), search_key, search_value)
elif isinstance(obj, dict):
if search_key in obj and obj[search_key] == search_value:
idx = _find(sorted(obj), search_key)
else:
idx = _find_property_in_seq(obj.values(), search_key, search_value)
elif isinstance(obj, list):
idx = _find_property_in_seq(obj, search_key, search_value)
else:
# Don't know how to search this type
idx = -1
return idx
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def new_version(data, **kwargs):
"""Create a new version of a STIX object, by modifying properties and
updating the ``modified`` property.
"""
if not isinstance(data, Mapping):
raise ValueError("cannot create new version of object of this type! "
"Try a dictionary or instance of an SDO or SRO class.")
unchangable_properties = []
if data.get('revoked'):
raise RevokeError("new_version")
try:
new_obj_inner = copy.deepcopy(data._inner)
except AttributeError:
new_obj_inner = copy.deepcopy(data)
properties_to_change = kwargs.keys()
# Make sure certain properties aren't trying to change
for prop in STIX_UNMOD_PROPERTIES:
if prop in properties_to_change:
unchangable_properties.append(prop)
if unchangable_properties:
raise UnmodifiablePropertyError(unchangable_properties)
cls = type(data)
if 'modified' not in kwargs:
kwargs['modified'] = get_timestamp()
elif 'modified' in data:
old_modified_property = parse_into_datetime(data.get('modified'), precision='millisecond')
new_modified_property = parse_into_datetime(kwargs['modified'], precision='millisecond')
if new_modified_property <= old_modified_property:
raise InvalidValueError(cls, 'modified',
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"The new modified datetime cannot be before than or equal to the current modified datetime."
"It cannot be equal, as according to STIX 2 specification, objects that are different "
"but have the same id and modified timestamp do not have defined consumer behavior.")
new_obj_inner.update(kwargs)
# Exclude properties with a value of 'None' in case data is not an instance of a _STIXBase subclass
return cls(**{k: v for k, v in new_obj_inner.items() if v is not None})
def revoke(data):
"""Revoke a STIX object.
Returns:
A new version of the object with ``revoked`` set to ``True``.
"""
if not isinstance(data, Mapping):
raise ValueError("cannot revoke object of this type! Try a dictionary "
"or instance of an SDO or SRO class.")
if data.get('revoked'):
raise RevokeError("revoke")
return new_version(data, revoked=True, allow_custom=True)
def get_class_hierarchy_names(obj):
"""Given an object, return the names of the class hierarchy."""
names = []
for cls in obj.__class__.__mro__:
names.append(cls.__name__)
return names
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def remove_custom_stix(stix_obj):
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"""Remove any custom STIX objects or properties.
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Warnings:
This function is a best effort utility, in that it will remove custom
objects and properties based on the type names; i.e. if "x-" prefixes
object types, and "x\\_" prefixes property types. According to the
STIX2 spec, those naming conventions are a SHOULDs not MUSTs, meaning
that valid custom STIX content may ignore those conventions and in
effect render this utility function invalid when used on that STIX
content.
Args:
stix_obj (dict OR python-stix obj): a single python-stix object
or dict of a STIX object
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Returns:
A new version of the object with any custom content removed
"""
if stix_obj['type'].startswith('x-'):
# if entire object is custom, discard
return None
custom_props = []
for prop in stix_obj.items():
if prop[0].startswith('x_'):
# for every custom property, record it and set value to None
# (so we can pass it to new_version() and it will be dropped)
custom_props.append((prop[0], None))
if custom_props:
# obtain set of object properties that can be transferred
# to a new object version. This is 1)custom props with their
# values set to None, and 2)any properties left that are not
# unmodifiable STIX properties or the "modified" property
# set of properties that are not supplied to new_version()
# to be used for updating properties. This includes unmodifiable
# properties (properties that new_version() just re-uses from the
# existing STIX object) and the "modified" property. We dont supply the
# "modified" property so that new_version() creates a new datetime
# value for this property
non_supplied_props = STIX_UNMOD_PROPERTIES + ['modified']
props = [(prop, stix_obj[prop]) for prop in stix_obj if prop not in non_supplied_props]
# add to set the custom properties we want to get rid of (with their value=None)
props.extend(custom_props)
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new_obj = new_version(stix_obj, **(dict(props)))
while parse_into_datetime(new_obj['modified']) == parse_into_datetime(stix_obj['modified']):
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# Prevents bug when fast computation allows multiple STIX object
# versions to be created in single unit of time
new_obj = new_version(stix_obj, **(dict(props)))
return new_obj
else:
return stix_obj
def get_type_from_id(stix_id):
return stix_id.split('--', 1)[0]