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522 lines
16 KiB
Python
522 lines
16 KiB
Python
from dataclasses import dataclass, field, asdict
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from typing import Type
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import json
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@dataclass
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class Meta:
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pass
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@dataclass
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class GroupsMeta(Meta):
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source: str = None
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group_attack_id: str = None
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country: str = None
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observed_countries: list = None
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observed_motivations: list = None
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target_categories: list = None
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tags: list = None
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owner: str = None
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@dataclass
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class AssociatedGroupsMeta(Meta):
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id: str = None
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owner_id: str = None
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owner: str = None
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@dataclass
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class SoftwareMeta(Meta):
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source: str = None
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type: str = None
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software_attack_id: str = None
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platforms: list = None
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tags: list = None
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owner: str = None
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@dataclass
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class AssociatedSoftwareMeta(Meta):
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id: str = None
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owner_id: str = None
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owner: str = None
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@dataclass
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class TechniqueMeta(Meta):
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source: str = None
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platforms: list = None
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tags: list = None
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owner: str = None
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@dataclass
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class SubTechniqueMeta(Meta):
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source: str = None
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technique_attack_id: str = None
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@dataclass
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class TacticMeta(Meta):
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source: str = None
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tactic_attack_id: str = None
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ordinal_position: int = None
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tags: list = None
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owner: str = None
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@dataclass
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class ReferencesMeta(Meta):
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source: str = None
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refs: list = None
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title: str = None
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author: str = None
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date_accessed: str = None
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date_published: str = None
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owner: str = None
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@dataclass
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class CampaignsMeta(Meta):
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source: str = None
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campaign_attack_id: str = None
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first_seen: str = None
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last_seen: str = None
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tags: list = None
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owner: str = None
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@dataclass
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class ClusterValue:
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description: str = ""
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meta: Meta = field(default_factory=Meta)
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related: list = field(default_factory=list)
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uuid: str = ""
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value: str = ""
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def return_value(self):
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value_dict = asdict(self)
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value_dict["meta"] = {
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k: v for k, v in asdict(self.meta).items() if v is not None
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}
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return value_dict
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class Cluster:
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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):
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self.authors = authors
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self.category = category
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self.description = description
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self.name = name
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self.source = source
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self.type = type
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self.uuid = uuid
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self.values = []
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self.CLUSTER_PATH = "../../clusters"
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def add_values(self, data: dict, meta_class: Type[Meta]):
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pass
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def save_to_file(self, path):
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with open(path, "w") as file:
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file.write(json.dumps(self.__dict__(), indent=4))
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def __str__(self) -> str:
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return f"Cluster: {self.name} - {self.type} - {self.uuid}"
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def __dict__(self) -> dict:
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return {
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"authors": self.authors,
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"category": self.category,
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"description": self.description,
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"name": self.name,
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"source": self.source,
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"type": self.type,
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"uuid": self.uuid,
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"values": self.values,
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}
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def _get_relation_from_mitre_id(
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self, mitre_id: str, cluster: str, meta_key: str, array: bool = False
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):
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with open(f"{self.CLUSTER_PATH}/{cluster}.json", "r") as file:
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mitre = json.load(file)
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for entry in mitre["values"]:
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try:
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if array:
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for id in entry["meta"][meta_key]:
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if id == mitre_id:
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return entry["uuid"]
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else:
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if entry["meta"][meta_key] == mitre_id:
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return entry["uuid"]
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except KeyError:
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continue
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return None
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class GroupCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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enrichment: bool = False,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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self.enrichment = enrichment
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def add_values(self, data):
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for entry in data["data"]:
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meta = GroupsMeta(
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source=entry.get("source"),
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group_attack_id=entry.get("group_attack_id"),
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country=(
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entry.get("country")[0].get("country_code")
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if entry.get("country")
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else None
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),
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observed_countries=[
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x.get("country_code") for x in entry.get("observed_country")
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],
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observed_motivations=[
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x.get("name") for x in entry.get("observed_motivation")
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],
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target_categories=[x.get("name") for x in entry.get("observed_sector")],
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tags=[x.get("tag") for x in entry.get("tags")],
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owner=entry.get("owner_name"),
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)
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related = []
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if self.enrichment:
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related_cluster = self._get_relation_from_mitre_id(
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entry.get("group_attack_id"), "threat-actor", "synonyms", True
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)
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if related_cluster:
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related.append(
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{
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"dest-uuid": related_cluster,
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"type": "similar",
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}
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)
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for associated_group in entry.get("associated_groups"):
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associated_meta = AssociatedGroupsMeta(
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id=associated_group.get("id"),
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owner_id=associated_group.get("owner_id"),
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owner=associated_group.get("owner_name"),
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)
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associated_related = []
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associated_related.append(
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{
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"dest-uuid": entry.get("id"),
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"type": "similar",
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}
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)
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value = ClusterValue(
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description=associated_group.get("description"),
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meta=associated_meta,
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related=associated_related,
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uuid=associated_group.get("associated_group_id"),
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value=associated_group.get("name"),
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)
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self.values.append(value.return_value())
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related.append(
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{
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"dest-uuid": associated_group.get("associated_group_id"),
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"type": "similar",
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}
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)
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=related,
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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class SoftwareCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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enrichment: bool = False,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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self.enrichment = enrichment
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def add_values(self, data):
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for entry in data["data"]:
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meta = SoftwareMeta(
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source=entry.get("source"),
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type=entry.get("type"),
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software_attack_id=entry.get("software_attack_id"),
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platforms=[x.get("name") for x in entry.get("platforms")],
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tags=[x.get("tag") for x in entry.get("tags")],
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owner=entry.get("owner_name"),
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)
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related = []
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for relation in entry.get("groups"):
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related.append(
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{
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"dest-uuid": relation.get("group_id"),
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"type": "used-by",
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}
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)
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if self.enrichment:
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related_cluster = self._get_relation_from_mitre_id(
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entry.get("software_attack_id"), "mitre-tool", "external_id"
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)
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if related_cluster:
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related.append(
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{
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"dest-uuid": related_cluster,
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"type": "similar",
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}
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)
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related_cluster = self._get_relation_from_mitre_id(
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entry.get("software_attack_id"), "mitre-malware", "external_id"
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)
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if related_cluster:
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related.append(
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{
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"dest-uuid": related_cluster,
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"type": "similar",
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}
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)
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for associated_software in entry.get("associated_software"):
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associated_meta = AssociatedSoftwareMeta(
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id=associated_software.get("id"),
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owner_id=associated_software.get("owner_id"),
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owner=associated_software.get("owner_name"),
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)
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associated_related = []
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associated_related.append(
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{
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"dest-uuid": entry.get("id"),
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"type": "similar",
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}
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)
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value = ClusterValue(
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description=associated_software.get("description"),
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meta=associated_meta,
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related=associated_related,
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uuid=associated_software.get("associated_software_id"),
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value=associated_software.get("name"),
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)
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self.values.append(value.return_value())
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related.append(
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{
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"dest-uuid": associated_software.get("associated_software_id"),
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"type": "similar",
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}
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)
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=related,
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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class TechniqueCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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def add_values(self, data):
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for entry in data["data"]:
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meta = TechniqueMeta(
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source=entry.get("source"),
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platforms=[x.get("name") for x in entry.get("platforms")],
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tags=[x.get("tag") for x in entry.get("tags")],
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owner=entry.get("owner_name"),
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)
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related = []
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for relation in entry.get("tactic"):
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related.append(
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{
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"dest-uuid": relation.get("tactic_id"),
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"type": "uses",
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}
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)
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for sub_technique in entry.get("sub_technique"):
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sub_meta = SubTechniqueMeta(
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source=sub_technique.get("source"),
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technique_attack_id=sub_technique.get("technique_attack_id"),
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)
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sub_related = []
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for relation in sub_technique.get("tactic"):
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sub_related.append(
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{
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"dest-uuid": relation.get("tactic_id"),
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"type": "uses",
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}
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)
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sub_value = ClusterValue(
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description=sub_technique.get("description"),
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meta=sub_meta,
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related=sub_related,
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uuid=sub_technique.get("id"),
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value=sub_technique.get("name"),
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)
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self.values.append(sub_value.return_value())
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related.append(
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{
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"dest-uuid": sub_technique.get("id"),
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"type": "similar",
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}
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)
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=related,
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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class TacticCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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def add_values(self, data):
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for entry in data["data"]:
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meta = TacticMeta(
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source=entry.get("source"),
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tactic_attack_id=entry.get("tactic_attack_id"),
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ordinal_position=entry.get("ordinal_position"),
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tags=[x.get("tag") for x in entry.get("tags")],
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owner=entry.get("owner_name"),
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)
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related = []
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for relation in entry.get("techniques"):
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related.append(
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{
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"dest-uuid": relation.get("technique_id"),
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"type": "uses",
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}
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)
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=related,
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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class ReferencesCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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def add_values(self, data):
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for entry in data["data"]:
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meta = ReferencesMeta(
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source=entry.get("source"),
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refs=[entry.get("url")],
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title=entry.get("title"),
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author=entry.get("author"),
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date_accessed=entry.get("date_accessed"),
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date_published=entry.get("date_published"),
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owner=entry.get("owner_name"),
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)
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=[],
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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class CampaignsCluster(Cluster):
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def __init__(
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self,
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authors: str,
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category: str,
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description: str,
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name: str,
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source: str,
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type: str,
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uuid: str,
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):
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super().__init__(authors, category, description, name, source, type, uuid)
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def add_values(self, data):
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for entry in data["data"]:
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meta = CampaignsMeta(
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source=entry.get("source"),
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campaign_attack_id=entry.get("campaign_attack_id"),
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first_seen=entry.get("first_seen"),
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last_seen=entry.get("last_seen"),
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tags=[x.get("tag") for x in entry.get("tags")],
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owner=entry.get("owner_name"),
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)
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related = []
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value = ClusterValue(
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description=entry.get("description"),
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meta=meta,
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related=related,
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uuid=entry.get("id"),
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value=entry.get("name"),
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)
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self.values.append(value.return_value())
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