738 lines
24 KiB
Python
738 lines
24 KiB
Python
#!/usr/bin/python
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# -*- coding: utf-8 -*-
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#
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# Copyright 2014 The Plaso Project Authors.
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# Please see the AUTHORS file for details on individual authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""The protobuf serializer object implementation."""
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import logging
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from dfvfs.serializer import protobuf_serializer as dfvfs_protobuf_serializer
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from google.protobuf import message
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from plaso.lib import event
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from plaso.lib import utils
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from plaso.proto import plaso_storage_pb2
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from plaso.serializer import interface
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class ProtobufEventAttributeSerializer(object):
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"""Class that implements the protobuf event attribute serializer."""
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@classmethod
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def ReadSerializedObject(cls, proto_attribute):
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"""Reads an event attribute from serialized form.
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Args:
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proto_attribute: a protobuf attribute object containing the serialized
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form.
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Returns:
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A tuple containing the attribute name and value.
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Raises:
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RuntimeError: when the protobuf attribute (field) type is not supported.
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"""
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attribute_name = u''
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try:
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if proto_attribute.HasField('key'):
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attribute_name = proto_attribute.key
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except ValueError:
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pass
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if not isinstance(proto_attribute, (
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plaso_storage_pb2.Attribute, plaso_storage_pb2.Value)):
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raise RuntimeError(u'Unsupported protobuf type.')
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if proto_attribute.HasField('string'):
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return attribute_name, proto_attribute.string
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elif proto_attribute.HasField('integer'):
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return attribute_name, proto_attribute.integer
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elif proto_attribute.HasField('boolean'):
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return attribute_name, proto_attribute.boolean
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elif proto_attribute.HasField('dict'):
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attribute_value = {}
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for proto_dict in proto_attribute.dict.attributes:
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dict_key, dict_value = cls.ReadSerializedObject(proto_dict)
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attribute_value[dict_key] = dict_value
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return attribute_name, attribute_value
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elif proto_attribute.HasField('array'):
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attribute_value = []
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for proto_array in proto_attribute.array.values:
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_, list_value = cls.ReadSerializedObject(proto_array)
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attribute_value.append(list_value)
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return attribute_name, attribute_value
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elif proto_attribute.HasField('data'):
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return attribute_name, proto_attribute.data
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elif proto_attribute.HasField('float'):
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return attribute_name, proto_attribute.float
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elif proto_attribute.HasField('none'):
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return attribute_name, None
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else:
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raise RuntimeError(u'Unsupported proto attribute type.')
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@classmethod
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def ReadSerializedDictObject(cls, proto_dict):
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"""Reads a dictionary event attribute from serialized form.
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Args:
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proto_dict: a protobuf Dict object containing the serialized form.
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Returns:
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A dictionary object.
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"""
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dict_object = {}
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for proto_attribute in proto_dict.attributes:
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dict_key, dict_value = cls.ReadSerializedObject(proto_attribute)
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dict_object[dict_key] = dict_value
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return dict_object
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@classmethod
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def ReadSerializedListObject(cls, proto_list):
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"""Reads a list event attribute from serialized form.
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Args:
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proto_list: a protobuf List object containing the serialized form.
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Returns:
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A list object.
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"""
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list_object = []
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for proto_value in proto_list.values:
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_, list_value = cls.ReadSerializedObject(proto_value)
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list_object.append(list_value)
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return list_object
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@classmethod
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def WriteSerializedObject(
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cls, proto_attribute, attribute_name, attribute_value):
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"""Writes an event attribute to serialized form.
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The attribute of an event object can store almost any
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arbitrary data, so the corresponding protobuf storage must deal with the
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various data types. This method identifies the data type and assigns it
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properly to the attribute protobuf.
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Args:
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proto_attribute: a protobuf attribute object.
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attribute_name: the name of the attribute.
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attribute_value: the value of the attribute.
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Returns:
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A protobuf object containing the serialized form.
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"""
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if attribute_name:
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proto_attribute.key = attribute_name
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if isinstance(attribute_value, (str, unicode)):
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proto_attribute.string = utils.GetUnicodeString(attribute_value)
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elif isinstance(attribute_value, bool):
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proto_attribute.boolean = attribute_value
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elif isinstance(attribute_value, (int, long)):
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# TODO: add some bounds checking.
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proto_attribute.integer = attribute_value
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elif isinstance(attribute_value, dict):
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cls.WriteSerializedDictObject(proto_attribute, 'dict', attribute_value)
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elif isinstance(attribute_value, (list, tuple)):
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cls.WriteSerializedListObject(proto_attribute, 'array', attribute_value)
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elif isinstance(attribute_value, float):
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proto_attribute.float = attribute_value
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elif not attribute_value:
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proto_attribute.none = True
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else:
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proto_attribute.data = attribute_value
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@classmethod
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def WriteSerializedDictObject(
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cls, proto_attribute, attribute_name, dict_object):
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"""Writes a dictionary event attribute to serialized form.
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Args:
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proto_attribute: a protobuf attribute object.
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attribute_name: the name of the attribute.
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ditctobject: a dictionary object that is the value of the attribute.
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"""
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dict_proto = plaso_storage_pb2.Dict()
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for dict_key, dict_value in dict_object.items():
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dict_proto_add = dict_proto.attributes.add()
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cls.WriteSerializedObject(dict_proto_add, dict_key, dict_value)
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dict_attribute = getattr(proto_attribute, attribute_name)
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dict_attribute.MergeFrom(dict_proto)
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@classmethod
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def WriteSerializedListObject(
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cls, proto_attribute, attribute_name, list_object):
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"""Writes a list event attribute to serialized form.
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Args:
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proto_attribute: a protobuf attribute object.
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attribute_name: the name of the attribute.
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list_object: a list object that is the value of the attribute.
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"""
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list_proto = plaso_storage_pb2.Array()
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for list_value in list_object:
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list_proto_add = list_proto.values.add()
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cls.WriteSerializedObject(list_proto_add, '', list_value)
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list_attribute = getattr(proto_attribute, attribute_name)
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list_attribute.MergeFrom(list_proto)
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class ProtobufAnalysisReportSerializer(interface.AnalysisReportSerializer):
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"""Class that implements the protobuf analysis report serializer."""
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@classmethod
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def ReadSerializedObject(cls, proto):
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"""Reads an analysis report from serialized form.
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Args:
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proto: a protobuf object containing the serialized form (instance of
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plaso_storage_pb2.AnalysisReport).
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Returns:
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An analysis report (instance of AnalysisReport).
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"""
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analysis_report = event.AnalysisReport()
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for proto_attribute, value in proto.ListFields():
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# TODO: replace by ReadSerializedDictObject, need tests first.
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# dict_object = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
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# proto.report_dict)
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if proto_attribute.name == 'report_dict':
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new_value = {}
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for proto_dict in proto.report_dict.attributes:
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dict_key, dict_value = (
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ProtobufEventAttributeSerializer.ReadSerializedObject(proto_dict))
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new_value[dict_key] = dict_value
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setattr(analysis_report, proto_attribute.name, new_value)
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# TODO: replace by ReadSerializedListObject, need tests first.
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# list_object = ProtobufEventAttributeSerializer.ReadSerializedListObject(
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# proto.report_array)
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elif proto_attribute.name == 'report_array':
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new_value = []
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for proto_array in proto.report_array.values:
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_, list_value = ProtobufEventAttributeSerializer.ReadSerializedObject(
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proto_array)
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new_value.append(list_value)
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setattr(analysis_report, proto_attribute.name, new_value)
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else:
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setattr(analysis_report, proto_attribute.name, value)
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return analysis_report
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@classmethod
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def ReadSerialized(cls, proto_string):
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"""Reads an analysis report from serialized form.
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Args:
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proto_string: a protobuf string containing the serialized form.
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Returns:
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An analysis report (instance of AnalysisReport).
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"""
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proto = plaso_storage_pb2.AnalysisReport()
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proto.ParseFromString(proto_string)
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return cls.ReadSerializedObject(proto)
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@classmethod
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def WriteSerializedObject(cls, analysis_report):
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"""Writes an analysis report to serialized form.
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Args:
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analysis_report: an analysis report (instance of AnalysisReport).
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Returns:
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A protobuf object containing the serialized form (instance of
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plaso_storage_pb2.AnalysisReport).
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"""
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proto = plaso_storage_pb2.AnalysisReport()
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proto.time_compiled = getattr(analysis_report, 'time_compiled', 0)
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plugin_name = getattr(analysis_report, 'plugin_name', None)
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if plugin_name:
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proto.plugin_name = plugin_name
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proto.text = getattr(analysis_report, 'text', 'N/A')
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for image in getattr(analysis_report, 'images', []):
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proto.images.append(image)
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if hasattr(analysis_report, 'report_dict'):
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dict_proto = plaso_storage_pb2.Dict()
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for key, value in getattr(analysis_report, 'report_dict', {}).iteritems():
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sub_proto = dict_proto.attributes.add()
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ProtobufEventAttributeSerializer.WriteSerializedObject(
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sub_proto, key, value)
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proto.report_dict.MergeFrom(dict_proto)
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if hasattr(analysis_report, 'report_array'):
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list_proto = plaso_storage_pb2.Array()
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for value in getattr(analysis_report, 'report_array', []):
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sub_proto = list_proto.values.add()
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ProtobufEventAttributeSerializer.WriteSerializedObject(
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sub_proto, '', value)
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proto.report_array.MergeFrom(list_proto)
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return proto
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@classmethod
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def WriteSerialized(cls, analysis_report):
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"""Writes an analysis report to serialized form.
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Args:
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analysis_report: an analysis report (instance of AnalysisReport).
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Returns:
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A protobuf string containing the serialized form.
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"""
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proto = cls.WriteSerializedObject(analysis_report)
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return proto.SerializeToString()
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class ProtobufEventObjectSerializer(interface.EventObjectSerializer):
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"""Class that implements the protobuf event object serializer."""
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# TODO: check if the next TODO still applies.
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# TODO: remove this once source_short has been moved to event formatter.
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# Lists of the mappings between the source short values of the event object
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# and those used in the protobuf.
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_SOURCE_SHORT_FROM_PROTO_MAP = {}
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_SOURCE_SHORT_TO_PROTO_MAP = {}
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for value in plaso_storage_pb2.EventObject.DESCRIPTOR.enum_types_by_name[
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'SourceShort'].values:
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_SOURCE_SHORT_FROM_PROTO_MAP[value.number] = value.name
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_SOURCE_SHORT_TO_PROTO_MAP[value.name] = value.number
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_SOURCE_SHORT_FROM_PROTO_MAP.setdefault(6)
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_SOURCE_SHORT_TO_PROTO_MAP.setdefault('LOG')
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_path_spec_serializer = dfvfs_protobuf_serializer.ProtobufPathSpecSerializer
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@classmethod
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def ReadSerializedObject(cls, proto):
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"""Reads an event object from serialized form.
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Args:
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proto: a protobuf object containing the serialized form (instance of
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plaso_storage_pb2.EventObject).
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Returns:
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An event object (instance of EventObject).
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"""
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event_object = event.EventObject()
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event_object.data_type = proto.data_type
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for proto_attribute, value in proto.ListFields():
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if proto_attribute.name == 'source_short':
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event_object.source_short = cls._SOURCE_SHORT_FROM_PROTO_MAP[value]
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elif proto_attribute.name == 'pathspec':
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event_object.pathspec = (
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cls._path_spec_serializer.ReadSerialized(proto.pathspec))
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elif proto_attribute.name == 'tag':
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event_object.tag = ProtobufEventTagSerializer.ReadSerializedObject(
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proto.tag)
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elif proto_attribute.name == 'attributes':
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continue
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else:
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# Register the attribute correctly.
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# The attribute can be a 'regular' high level attribute or
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# a message (Dict/Array) that need special handling.
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if isinstance(value, message.Message):
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if value.DESCRIPTOR.full_name.endswith('.Dict'):
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value = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
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value)
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elif value.DESCRIPTOR.full_name.endswith('.Array'):
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value = ProtobufEventAttributeSerializer.ReadSerializedListObject(
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value)
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else:
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value = ProtobufEventAttributeSerializer.ReadSerializedObject(value)
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setattr(event_object, proto_attribute.name, value)
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# The plaso_storage_pb2.EventObject protobuf contains a field named
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# attributes which technically not a Dict but behaves similar.
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dict_object = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
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proto)
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for attribute, value in dict_object.iteritems():
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setattr(event_object, attribute, value)
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return event_object
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@classmethod
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def ReadSerialized(cls, proto_string):
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"""Reads an event object from serialized form.
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Args:
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proto_string: a protobuf string containing the serialized form.
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Returns:
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An event object (instance of EventObject).
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"""
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proto = plaso_storage_pb2.EventObject()
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proto.ParseFromString(proto_string)
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return cls.ReadSerializedObject(proto)
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@classmethod
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def WriteSerializedObject(cls, event_object):
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"""Writes an event object to serialized form.
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Args:
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event_object: an event object (instance of EventObject).
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Returns:
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A protobuf object containing the serialized form (instance of
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plaso_storage_pb2.EventObject).
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"""
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proto = plaso_storage_pb2.EventObject()
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proto.data_type = getattr(event_object, 'data_type', 'event')
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for attribute_name in event_object.GetAttributes():
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if attribute_name == 'source_short':
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proto.source_short = cls._SOURCE_SHORT_TO_PROTO_MAP[
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event_object.source_short]
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elif attribute_name == 'pathspec':
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attribute_value = getattr(event_object, attribute_name, None)
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if attribute_value:
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attribute_value = cls._path_spec_serializer.WriteSerialized(
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attribute_value)
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setattr(proto, attribute_name, attribute_value)
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elif attribute_name == 'tag':
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attribute_value = getattr(event_object, attribute_name, None)
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if attribute_value:
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event_tag_proto = ProtobufEventTagSerializer.WriteSerializedObject(
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attribute_value)
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proto.tag.MergeFrom(event_tag_proto)
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elif hasattr(proto, attribute_name):
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attribute_value = getattr(event_object, attribute_name)
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if attribute_value is None:
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continue
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if isinstance(attribute_value, (str, unicode)):
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attribute_value = utils.GetUnicodeString(attribute_value)
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if not attribute_value:
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continue
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if isinstance(attribute_value, dict):
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ProtobufEventAttributeSerializer.WriteSerializedDictObject(
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proto, attribute_name, attribute_value)
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elif isinstance(attribute_value, (list, tuple)):
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ProtobufEventAttributeSerializer.WriteSerializedListObject(
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proto, attribute_name, attribute_value)
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else:
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try:
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setattr(proto, attribute_name, attribute_value)
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except ValueError as exception:
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path_spec = getattr(event_object, 'pathspec', None)
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path = getattr(path_spec, 'location', u'')
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logging.error((
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u'Unable to save value for: {0:s} [{1:s}] with error: {2:s} '
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u'coming from file: {3:s}').format(
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attribute_name, type(attribute_value), exception, path))
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# Catch potential out of range errors.
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if isinstance(attribute_value, (int, long)):
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setattr(proto, attribute_name, -1)
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else:
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attribute_value = getattr(event_object, attribute_name)
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|
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# TODO: check if the next TODO still applies.
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# Serialize the attribute value only if it is an integer type
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# (int or long) or if it has a value.
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|
# TODO: fix logic.
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|
if (isinstance(attribute_value, (bool, int, float, long)) or
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attribute_value):
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proto_attribute = proto.attributes.add()
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ProtobufEventAttributeSerializer.WriteSerializedObject(
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proto_attribute, attribute_name, attribute_value)
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return proto
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|
|
@classmethod
|
|
def WriteSerialized(cls, event_object):
|
|
"""Writes an event object to serialized form.
|
|
|
|
Args:
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|
event_object: an event object (instance of EventObject).
|
|
|
|
Returns:
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A protobuf string containing the serialized form or None if
|
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there is an error encoding the protobuf.
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"""
|
|
proto = cls.WriteSerializedObject(event_object)
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try:
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return proto.SerializeToString()
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except message.EncodeError:
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# TODO: Add better error handling so this can be traced to a parser or
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# a plugin and to which file that caused it.
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logging.error(u'Unable to serialize event object.')
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|
|
|
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class ProtobufEventTagSerializer(interface.EventTagSerializer):
|
|
"""Class that implements the protobuf event tag serializer."""
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|
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@classmethod
|
|
def ReadSerializedObject(cls, proto):
|
|
"""Reads an event tag from serialized form.
|
|
|
|
Args:
|
|
proto: a protobuf object containing the serialized form (instance of
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plaso_storage_pb2.EventTag).
|
|
|
|
Returns:
|
|
An event tag (instance of EventTag).
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|
"""
|
|
event_tag = event.EventTag()
|
|
|
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for proto_attribute, attribute_value in proto.ListFields():
|
|
if proto_attribute.name == 'tags':
|
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event_tag.tags = []
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for proto_tag in proto.tags:
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event_tag.tags.append(proto_tag.value)
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|
else:
|
|
setattr(event_tag, proto_attribute.name, attribute_value)
|
|
|
|
return event_tag
|
|
|
|
@classmethod
|
|
def ReadSerialized(cls, proto_string):
|
|
"""Reads an event tag from serialized form.
|
|
|
|
Args:
|
|
proto_string: a protobuf string containing the serialized form.
|
|
|
|
Returns:
|
|
An event tag (instance of EventTag).
|
|
"""
|
|
proto = plaso_storage_pb2.EventTagging()
|
|
proto.ParseFromString(proto_string)
|
|
|
|
return cls.ReadSerializedObject(proto)
|
|
|
|
@classmethod
|
|
def WriteSerializedObject(cls, event_tag):
|
|
"""Writes an event tag to serialized form.
|
|
|
|
Args:
|
|
event_tag: an event tag (instance of EventTag).
|
|
|
|
Returns:
|
|
A protobuf object containing the serialized form (instance of
|
|
plaso_storage_pb2.EventTagging).
|
|
"""
|
|
proto = plaso_storage_pb2.EventTagging()
|
|
|
|
# TODO: Once we move EventTag to slots we need to query __slots__
|
|
# instead of __dict__
|
|
for attribute_name in event_tag.__dict__:
|
|
attribute_value = getattr(event_tag, attribute_name, None)
|
|
|
|
if attribute_name == 'tags' and type(attribute_value) in (tuple, list):
|
|
for tag_string in attribute_value:
|
|
proto_tag_add = proto.tags.add()
|
|
proto_tag_add.value = tag_string
|
|
|
|
elif attribute_value is not None:
|
|
setattr(proto, attribute_name, attribute_value)
|
|
|
|
comment = getattr(event_tag, 'comment', '')
|
|
if comment:
|
|
proto.comment = comment
|
|
|
|
color = getattr(event_tag, 'color', '')
|
|
if color:
|
|
proto.color = color
|
|
|
|
return proto
|
|
|
|
@classmethod
|
|
def WriteSerialized(cls, event_tag):
|
|
"""Writes an event tag to serialized form.
|
|
|
|
Args:
|
|
event_tag: an event tag (instance of EventTag).
|
|
|
|
Returns:
|
|
A protobuf string containing the serialized form.
|
|
|
|
Raises:
|
|
RuntimeError: when the event tag is not valid for serialization.
|
|
"""
|
|
if not event_tag.IsValidForSerialization():
|
|
raise RuntimeError(u'Invalid tag object not valid for serialization.')
|
|
|
|
proto = cls.WriteSerializedObject(event_tag)
|
|
return proto.SerializeToString()
|
|
|
|
|
|
class ProtobufPreprocessObjectSerializer(interface.PreprocessObjectSerializer):
|
|
"""Class that implements the protobuf preprocessing object serializer."""
|
|
|
|
@classmethod
|
|
def ReadSerializedObject(cls, proto):
|
|
"""Reads a preprocess object from serialized form.
|
|
|
|
Args:
|
|
proto: a protobuf object containing the serialized form (instance of
|
|
plaso_storage_pb2.Preprocess).
|
|
|
|
Returns:
|
|
A preprocessing object (instance of PreprocessObject).
|
|
"""
|
|
pre_obj = event.PreprocessObject()
|
|
|
|
for attribute in proto.attributes:
|
|
key, value = ProtobufEventAttributeSerializer.ReadSerializedObject(
|
|
attribute)
|
|
if key == 'zone':
|
|
pre_obj.SetTimezone(value)
|
|
else:
|
|
setattr(pre_obj, key, value)
|
|
|
|
if proto.HasField('counter'):
|
|
dict_object = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
|
|
proto.counter)
|
|
pre_obj.SetCounterValues(dict_object)
|
|
|
|
if proto.HasField('plugin_counter'):
|
|
dict_object = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
|
|
proto.plugin_counter)
|
|
pre_obj.SetPluginCounterValues(dict_object)
|
|
|
|
if proto.HasField('store_range'):
|
|
range_list = []
|
|
for value in proto.store_range.values:
|
|
if value.HasField('integer'):
|
|
range_list.append(value.integer)
|
|
pre_obj.store_range = (range_list[0], range_list[-1])
|
|
|
|
if proto.HasField('collection_information'):
|
|
dict_object = ProtobufEventAttributeSerializer.ReadSerializedDictObject(
|
|
proto.collection_information)
|
|
pre_obj.SetCollectionInformationValues(dict_object)
|
|
|
|
return pre_obj
|
|
|
|
@classmethod
|
|
def ReadSerialized(cls, proto_string):
|
|
"""Reads a preprocess object from serialized form.
|
|
|
|
Args:
|
|
proto_string: a protobuf string containing the serialized form.
|
|
|
|
Returns:
|
|
A preprocessing object (instance of PreprocessObject).
|
|
"""
|
|
proto = plaso_storage_pb2.PreProcess()
|
|
proto.ParseFromString(proto_string)
|
|
|
|
return cls.ReadSerializedObject(proto)
|
|
|
|
@classmethod
|
|
def WriteSerializedObject(cls, pre_obj):
|
|
"""Writes a preprocessing object to serialized form.
|
|
|
|
Args:
|
|
pre_obj: a preprocessing object (instance of PreprocessObject).
|
|
|
|
Returns:
|
|
A protobuf object containing the serialized form (instance of
|
|
plaso_storage_pb2.PreProcess).
|
|
"""
|
|
proto = plaso_storage_pb2.PreProcess()
|
|
|
|
for attribute, value in pre_obj.__dict__.items():
|
|
if attribute == 'collection_information':
|
|
zone = value.get('configured_zone', '')
|
|
if zone and hasattr(zone, 'zone'):
|
|
value['configured_zone'] = zone.zone
|
|
ProtobufEventAttributeSerializer.WriteSerializedDictObject(
|
|
proto, 'collection_information', value)
|
|
elif attribute == 'counter':
|
|
value_dict = dict(value.items())
|
|
ProtobufEventAttributeSerializer.WriteSerializedDictObject(
|
|
proto, 'counter', value_dict)
|
|
elif attribute == 'plugin_counter':
|
|
value_dict = dict(value.items())
|
|
ProtobufEventAttributeSerializer.WriteSerializedDictObject(
|
|
proto, 'plugin_counter', value_dict)
|
|
elif attribute == 'store_range':
|
|
range_proto = plaso_storage_pb2.Array()
|
|
range_start = range_proto.values.add()
|
|
range_start.integer = int(value[0])
|
|
range_end = range_proto.values.add()
|
|
range_end.integer = int(value[-1])
|
|
proto.store_range.MergeFrom(range_proto)
|
|
else:
|
|
if attribute == 'zone':
|
|
value = value.zone
|
|
if isinstance(value, (bool, int, float, long)) or value:
|
|
proto_attribute = proto.attributes.add()
|
|
ProtobufEventAttributeSerializer.WriteSerializedObject(
|
|
proto_attribute, attribute, value)
|
|
|
|
return proto
|
|
|
|
@classmethod
|
|
def WriteSerialized(cls, pre_obj):
|
|
"""Writes a preprocessing object to serialized form.
|
|
|
|
Args:
|
|
pre_obj: a preprocessing object (instance of PreprocessObject).
|
|
|
|
Returns:
|
|
A protobuf string containing the serialized form.
|
|
"""
|
|
proto = cls.WriteSerializedObject(pre_obj)
|
|
return proto.SerializeToString()
|