cti-python-stix2/stix2/datastore/__init__.py

708 lines
24 KiB
Python

"""Python STIX 2.0 DataStore API.
.. autosummary::
:toctree: datastore
filesystem
filters
memory
taxii
|
"""
from abc import ABCMeta, abstractmethod
import uuid
from six import with_metaclass
from stix2.datastore.filters import Filter, FilterSet
from stix2.utils import deduplicate
def make_id():
return str(uuid.uuid4())
class DataSourceError(Exception):
"""General DataSource error instance, used primarily for wrapping
lower level errors
Args:
message (str): error message
root_exception (Exception): Exception instance of root exception
in the case that DataSourceError is wrapping a lower level or
other exception
"""
def __init__(self, message, root_exception=None):
self.message = message
self.root_exception = root_exception
def __str__(self):
if self.root_exception:
return "{} \"{}\"".format(self.message, self.root_exception)
else:
return self.message
class DataStoreMixin(object):
"""Provides mechanisms for storing and retrieving STIX data. The specific
behavior can be customized by subclasses.
Args:
source (DataSource): An existing DataSource to use
as this DataStore's DataSource component
sink (DataSink): An existing DataSink to use
as this DataStore's DataSink component
Attributes:
id (str): A unique UUIDv4 to identify this DataStore.
source (DataSource): An object that implements DataSource class.
sink (DataSink): An object that implements DataSink class.
"""
def __init__(self, source=None, sink=None):
super(DataStoreMixin, self).__init__()
self.id = make_id()
self.source = source
self.sink = sink
def get(self, *args, **kwargs):
"""Retrieve the most recent version of a single STIX object by ID.
Translate get() call to the appropriate DataSource call.
Args:
stix_id (str): the id of the STIX object to retrieve.
Returns:
stix_obj: the single most recent version of the STIX
object specified by the "id".
"""
try:
return self.source.get(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def all_versions(self, *args, **kwargs):
"""Retrieve all versions of a single STIX object by ID.
Translate all_versions() call to the appropriate DataSource call.
Args:
stix_id (str): the id of the STIX object to retrieve.
Returns:
list: All versions of the specified STIX object.
"""
try:
return self.source.all_versions(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def query(self, *args, **kwargs):
"""Retrieve STIX objects matching a set of filters.
Translate query() call to the appropriate DataSource call.
Args:
query (list): a list of filters (which collectively are the query)
to conduct search on.
Returns:
list: The STIX objects matching the query.
"""
try:
return self.source.query(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def creator_of(self, *args, **kwargs):
"""Retrieve the Identity refered to by the object's `created_by_ref`.
Translate creator_of() call to the appropriate DataSource call.
Args:
obj: The STIX object whose `created_by_ref` property will be looked
up.
Returns:
The STIX object's creator, or None, if the object contains no
`created_by_ref` property or the object's creator cannot be found.
"""
try:
return self.source.creator_of(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def relationships(self, *args, **kwargs):
"""Retrieve Relationships involving the given STIX object.
Translate relationships() call to the appropriate DataSource call.
Only one of `source_only` and `target_only` may be `True`.
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
relationships will be looked up.
relationship_type (str): Only retrieve Relationships of this type.
If None, all relationships will be returned, regardless of type.
source_only (bool): Only retrieve Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only retrieve Relationships for which this
object is the target_ref. Default: False.
Returns:
list: The Relationship objects involving the given STIX object.
"""
try:
return self.source.relationships(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def related_to(self, *args, **kwargs):
"""Retrieve STIX Objects that have a Relationship involving the given
STIX object.
Translate related_to() call to the appropriate DataSource call.
Only one of `source_only` and `target_only` may be `True`.
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
related objects will be looked up.
relationship_type (str): Only retrieve objects related by this
Relationships type. If None, all related objects will be
returned, regardless of type.
source_only (bool): Only examine Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only examine Relationships for which this
object is the target_ref. Default: False.
filters (list): list of additional filters the related objects must
match.
Returns:
list: The STIX objects related to the given STIX object.
"""
try:
return self.source.related_to(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data source to query' % self.__class__.__name__)
def add(self, *args, **kwargs):
"""Method for storing STIX objects.
Defines custom behavior before storing STIX objects using the
appropriate method call on the associated DataSink.
Args:
stix_objs (list): a list of STIX objects
"""
try:
return self.sink.add(*args, **kwargs)
except AttributeError:
raise AttributeError('%s has no data sink to put objects in' % self.__class__.__name__)
class DataSink(with_metaclass(ABCMeta)):
"""An implementer will create a concrete subclass from
this class for the specific DataSink.
Attributes:
id (str): A unique UUIDv4 to identify this DataSink.
"""
def __init__(self):
super(DataSink, self).__init__()
self.id = make_id()
@abstractmethod
def add(self, stix_objs):
"""Method for storing STIX objects.
Implement: Specific data sink API calls, processing,
functionality required for adding data to the sink
Args:
stix_objs (list): a list of STIX objects (where each object is a
STIX object)
"""
class DataSource(with_metaclass(ABCMeta)):
"""An implementer will create a concrete subclass from
this class for the specific DataSource.
Attributes:
id (str): A unique UUIDv4 to identify this DataSource.
filters (FilterSet): A collection of filters attached to this DataSource.
"""
def __init__(self):
super(DataSource, self).__init__()
self.id = make_id()
self.filters = FilterSet()
@abstractmethod
def get(self, stix_id):
"""
Implement: Specific data source API calls, processing,
functionality required for retrieving data from the data source
Args:
stix_id (str): the id of the STIX 2.0 object to retrieve. Should
return a single object, the most recent version of the object
specified by the "id".
Returns:
stix_obj: The STIX object.
"""
@abstractmethod
def all_versions(self, stix_id):
"""
Implement: Similar to get() except returns list of all object versions
of the specified "id". In addition, implement the specific data
source API calls, processing, functionality required for retrieving
data from the data source.
Args:
stix_id (str): The id of the STIX 2.0 object to retrieve. Should
return a list of objects, all the versions of the object
specified by the "id".
Returns:
list: All versions of the specified STIX object.
"""
@abstractmethod
def query(self, query=None):
"""
Implement: The specific data source API calls, processing,
functionality required for retrieving query from the data source
Args:
query (list): a list of filters (which collectively are the query)
to conduct search on.
Returns:
list: The STIX objects that matched the query.
"""
def creator_of(self, obj):
"""Retrieve the Identity refered to by the object's `created_by_ref`.
Args:
obj: The STIX object whose `created_by_ref` property will be looked
up.
Returns:
The STIX object's creator, or None, if the object contains no
`created_by_ref` property or the object's creator cannot be found.
"""
creator_id = obj.get('created_by_ref', '')
if creator_id:
return self.get(creator_id)
else:
return None
def relationships(self, obj, relationship_type=None, source_only=False, target_only=False):
"""Retrieve Relationships involving the given STIX object.
Only one of `source_only` and `target_only` may be `True`.
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
relationships will be looked up.
relationship_type (str): Only retrieve Relationships of this type.
If None, all relationships will be returned, regardless of type.
source_only (bool): Only retrieve Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only retrieve Relationships for which this
object is the target_ref. Default: False.
Returns:
list: The Relationship objects involving the given STIX object.
"""
results = []
filters = [Filter('type', '=', 'relationship')]
try:
obj_id = obj['id']
except KeyError:
raise ValueError("STIX object has no 'id' property")
except TypeError:
# Assume `obj` is an ID string
obj_id = obj
if relationship_type:
filters.append(Filter('relationship_type', '=', relationship_type))
if source_only and target_only:
raise ValueError("Search either source only or target only, but not both")
if not target_only:
results.extend(self.query(filters + [Filter('source_ref', '=', obj_id)]))
if not source_only:
results.extend(self.query(filters + [Filter('target_ref', '=', obj_id)]))
return results
def related_to(self, obj, relationship_type=None, source_only=False, target_only=False, filters=None):
"""Retrieve STIX Objects that have a Relationship involving the given
STIX object.
Only one of `source_only` and `target_only` may be `True`.
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
related objects will be looked up.
relationship_type (str): Only retrieve objects related by this
Relationships type. If None, all related objects will be
returned, regardless of type.
source_only (bool): Only examine Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only examine Relationships for which this
object is the target_ref. Default: False.
filters (list): list of additional filters the related objects must
match.
Returns:
list: The STIX objects related to the given STIX object.
"""
results = []
rels = self.relationships(obj, relationship_type, source_only, target_only)
try:
obj_id = obj['id']
except TypeError:
# Assume `obj` is an ID string
obj_id = obj
# Get all unique ids from the relationships except that of the object
ids = set()
for r in rels:
ids.update((r.source_ref, r.target_ref))
ids.discard(obj_id)
# Assemble filters
filter_list = FilterSet(filters)
for i in ids:
results.extend(self.query([f for f in filter_list] + [Filter('id', '=', i)]))
return results
class CompositeDataSource(DataSource):
"""Controller for all the attached DataSources.
A user can have a single CompositeDataSource as an interface
the a set of DataSources. When an API call is made to the
CompositeDataSource, it is delegated to each of the (real)
DataSources that are attached to it.
DataSources can be attached to CompositeDataSource for a variety
of reasons, e.g. common filters, organization, less API calls.
Attributes:
data_sources (list): A dictionary of DataSource objects; to be
controlled and used by the Data Source Controller object.
"""
def __init__(self):
"""Create a new STIX Data Source.
Args:
"""
super(CompositeDataSource, self).__init__()
self.data_sources = []
def get(self, stix_id, _composite_filters=None):
"""Retrieve STIX object by STIX ID
Federated retrieve method, iterates through all DataSources
defined in the "data_sources" parameter. Each data source has a
specific API retrieve-like function and associated parameters. This
function does a federated retrieval and consolidation of the data
returned from all the STIX data sources.
A composite data source will pass its attached filters to
each configured data source, pushing filtering to them to handle.
Args:
stix_id (str): the id of the STIX object to retrieve.
_composite_filters (FilterSet): a collection of filters passed from a
CompositeDataSource (i.e. if this CompositeDataSource is attached
to another parent CompositeDataSource), not user supplied.
Returns:
stix_obj: The STIX object to be returned.
"""
if not self.has_data_sources():
raise AttributeError('CompositeDataSource has no data sources')
all_data = []
all_filters = FilterSet()
all_filters.add(self.filters)
if _composite_filters:
all_filters.add(_composite_filters)
# for every configured Data Source, call its retrieve handler
for ds in self.data_sources:
data = ds.get(stix_id=stix_id, _composite_filters=all_filters)
if data:
all_data.append(data)
# remove duplicate versions
if len(all_data) > 0:
all_data = deduplicate(all_data)
else:
return None
# reduce to most recent version
stix_obj = sorted(all_data, key=lambda k: k['modified'], reverse=True)[0]
return stix_obj
def all_versions(self, stix_id, _composite_filters=None):
"""Retrieve all versions of a STIX object by STIX ID.
Federated all_versions retrieve method - iterates through all
DataSources defined in "data_sources".
A composite data source will pass its attached filters to
each configured data source, pushing filtering to them to handle.
Args:
stix_id (str): id of the STIX objects to retrieve.
_composite_filters (FilterSet): a collection of filters passed from a
CompositeDataSource (i.e. if this CompositeDataSource is
attached to a parent CompositeDataSource), not user supplied.
Returns:
list: The STIX objects that have the specified id.
"""
if not self.has_data_sources():
raise AttributeError('CompositeDataSource has no data sources')
all_data = []
all_filters = FilterSet()
all_filters.add(self.filters)
if _composite_filters:
all_filters.add(_composite_filters)
# retrieve STIX objects from all configured data sources
for ds in self.data_sources:
data = ds.all_versions(stix_id=stix_id, _composite_filters=all_filters)
all_data.extend(data)
# remove exact duplicates (where duplicates are STIX 2.0 objects
# with the same 'id' and 'modified' values)
if len(all_data) > 0:
all_data = deduplicate(all_data)
return all_data
def query(self, query=None, _composite_filters=None):
"""Retrieve STIX objects that match a query.
Federate the query to all DataSources attached to the
Composite Data Source.
Args:
query (list): list of filters to search on.
_composite_filters (FilterSet): a collection of filters passed from a
CompositeDataSource (i.e. if this CompositeDataSource is
attached to a parent CompositeDataSource), not user supplied.
Returns:
list: The STIX objects to be returned.
"""
if not self.has_data_sources():
raise AttributeError('CompositeDataSource has no data sources')
if not query:
# don't mess with the query (i.e. deduplicate, as that's done
# within the specific DataSources that are called)
query = []
all_data = []
all_filters = FilterSet()
all_filters.add(self.filters)
if _composite_filters:
all_filters.add(_composite_filters)
# federate query to all attached data sources,
# pass composite filters to id
for ds in self.data_sources:
data = ds.query(query=query, _composite_filters=all_filters)
all_data.extend(data)
# remove exact duplicates (where duplicates are STIX 2.0
# objects with the same 'id' and 'modified' values)
if len(all_data) > 0:
all_data = deduplicate(all_data)
return all_data
def relationships(self, *args, **kwargs):
"""Retrieve Relationships involving the given STIX object.
Only one of `source_only` and `target_only` may be `True`.
Federated relationships retrieve method - iterates through all
DataSources defined in "data_sources".
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
relationships will be looked up.
relationship_type (str): Only retrieve Relationships of this type.
If None, all relationships will be returned, regardless of type.
source_only (bool): Only retrieve Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only retrieve Relationships for which this
object is the target_ref. Default: False.
Returns:
list: The Relationship objects involving the given STIX object.
"""
if not self.has_data_sources():
raise AttributeError('CompositeDataSource has no data sources')
results = []
for ds in self.data_sources:
results.extend(ds.relationships(*args, **kwargs))
# remove exact duplicates (where duplicates are STIX 2.0
# objects with the same 'id' and 'modified' values)
if len(results) > 0:
results = deduplicate(results)
return results
def related_to(self, *args, **kwargs):
"""Retrieve STIX Objects that have a Relationship involving the given
STIX object.
Only one of `source_only` and `target_only` may be `True`.
Federated related objects method - iterates through all
DataSources defined in "data_sources".
Args:
obj (STIX object OR dict OR str): The STIX object (or its ID) whose
related objects will be looked up.
relationship_type (str): Only retrieve objects related by this
Relationships type. If None, all related objects will be
returned, regardless of type.
source_only (bool): Only examine Relationships for which this
object is the source_ref. Default: False.
target_only (bool): Only examine Relationships for which this
object is the target_ref. Default: False.
filters (list): list of additional filters the related objects must
match.
Returns:
list: The STIX objects related to the given STIX object.
"""
if not self.has_data_sources():
raise AttributeError('CompositeDataSource has no data sources')
results = []
for ds in self.data_sources:
results.extend(ds.related_to(*args, **kwargs))
# remove exact duplicates (where duplicates are STIX 2.0
# objects with the same 'id' and 'modified' values)
if len(results) > 0:
results = deduplicate(results)
return results
def add_data_source(self, data_source):
"""Attach a DataSource to CompositeDataSource instance
Args:
data_source (DataSource): a stix2.DataSource to attach
to the CompositeDataSource
"""
if issubclass(data_source.__class__, DataSource):
if data_source.id not in [ds_.id for ds_ in self.data_sources]:
# check DataSource not already attached CompositeDataSource
self.data_sources.append(data_source)
else:
raise TypeError("DataSource (to be added) is not of type stix2.DataSource. DataSource type is '%s'" % type(data_source))
return
def add_data_sources(self, data_sources):
"""Attach list of DataSources to CompositeDataSource instance
Args:
data_sources (list): stix2.DataSources to attach to
CompositeDataSource
"""
for ds in data_sources:
self.add_data_source(ds)
return
def remove_data_source(self, data_source_id):
"""Remove DataSource from the CompositeDataSource instance
Args:
data_source_id (str): DataSource IDs.
"""
def _match(ds_id, candidate_ds_id):
return ds_id == candidate_ds_id
self.data_sources[:] = [ds for ds in self.data_sources if not _match(ds.id, data_source_id)]
return
def remove_data_sources(self, data_source_ids):
"""Remove DataSources from the CompositeDataSource instance
Args:
data_source_ids (list): DataSource IDs
"""
for ds_id in data_source_ids:
self.remove_data_source(ds_id)
return
def has_data_sources(self):
return len(self.data_sources)
def get_all_data_sources(self):
return self.data_sources