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feat: add statistics section to changelog
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mitreattack/diffStix/changelog_helper.py

Lines changed: 191 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -24,6 +24,7 @@
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from tqdm import tqdm
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from mitreattack import release_info
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from mitreattack.stix20 import MitreAttackData
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# explanation of modification types to data objects for legend in layer files
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date = datetime.datetime.today()
@@ -47,6 +48,53 @@ def __repr__(self):
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"""Return a string representation of the ATT&CK object version."""
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return f"{self.major}.{self.minor}"
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@dataclass
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class DomainStatistics:
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"""Statistics for a single ATT&CK domain."""
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name: str
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tactics: int
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techniques: int
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subtechniques: int
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groups: int
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software: int
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campaigns: int
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mitigations: int
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datasources: int
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assets: int = 0
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def format_output(self) -> str:
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"""
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Format domain statistics as a string.
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Returns
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-------
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str
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Formatted statistics string for display.
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"""
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# Define all possible statistics with their labels
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stats = [
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(self.tactics, "Tactics"),
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(self.techniques, "Techniques"),
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(self.subtechniques, "Sub-Techniques"),
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(self.groups, "Groups"),
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(self.software, "Pieces of Software"),
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(self.campaigns, "Campaigns"),
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(self.mitigations, "Mitigations"),
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(self.assets, "Assets"),
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(self.datasources, "Data Sources"),
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]
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# Build parts list, only including items with count > 0
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parts = [f"{count} {label}" for count, label in stats if count > 0]
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# Join all parts with proper formatting
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if len(parts) == 0:
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return f"- {self.name}: No objects"
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elif len(parts) == 1:
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return f"- {self.name}: {parts[0]}"
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else:
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return f"- {self.name}: {', '.join(parts[:-1])}, and {parts[-1]}"
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# TODO: Implement a custom decoder as well. Possible solution at this link
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# https://alexisgomes19.medium.com/custom-json-encoder-with-python-f52c91b48cd2
@@ -1002,6 +1050,144 @@ def placard(self, stix_object: dict, section: str, domain: str) -> str:
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full_placard_string = f"{placard_string} {version_string}"
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return full_placard_string
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def _collect_domain_statistics(self, datastore: MemoryStore, domain_name: str) -> DomainStatistics:
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"""
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Collect statistics for a single domain from a STIX datastore.
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Parameters
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----------
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datastore : MemoryStore
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The STIX MemoryStore containing the domain data.
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domain_name : str
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Display name of the domain (e.g., "Enterprise", "Mobile", "ICS").
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Returns
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-------
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DomainStatistics
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Statistics for the domain.
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"""
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# Create MitreAttackData instance from the datastore
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data = MitreAttackData(src=datastore)
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# Get all object types, removing revoked and deprecated
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tactics = data.get_tactics(remove_revoked_deprecated=True)
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techniques = data.get_techniques(include_subtechniques=False, remove_revoked_deprecated=True)
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subtechniques = data.get_subtechniques(remove_revoked_deprecated=True)
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groups = data.get_groups(remove_revoked_deprecated=True)
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software = data.get_software(remove_revoked_deprecated=True)
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campaigns = data.get_campaigns(remove_revoked_deprecated=True)
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mitigations = data.get_mitigations(remove_revoked_deprecated=True)
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# Try to get datasources - may fail on test data with STIX version mismatches
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datasources = []
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try:
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datasources = data.get_datasources(remove_revoked_deprecated=True)
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except Exception:
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# Silently skip datasources if there are STIX version issues
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pass
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# ICS domain has assets
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assets = 0
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if domain_name == "ICS":
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try:
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assets = len(data.get_assets(remove_revoked_deprecated=True))
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except Exception:
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# Silently skip assets if there are STIX version issues
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pass
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return DomainStatistics(
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name=domain_name,
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tactics=len(tactics),
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techniques=len(techniques),
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subtechniques=len(subtechniques),
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groups=len(groups),
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software=len(software),
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campaigns=len(campaigns),
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mitigations=len(mitigations),
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datasources=len(datasources),
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assets=assets,
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)
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def _collect_unique_object_counts(self, datastore_version: str) -> dict[str, int]:
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"""
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Collect counts of unique objects across all domains for a specific version.
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Some objects (Software, Groups, Campaigns) may appear in multiple domains.
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This function counts unique objects to avoid double-counting.
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Parameters
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----------
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datastore_version : str
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Either "old" or "new" to specify which version's data to analyze.
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Returns
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-------
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dict of str to int
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Counts of unique software, groups, and campaigns.
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"""
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all_software_ids = set()
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all_groups_ids = set()
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all_campaigns_ids = set()
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for domain in self.domains:
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datastore = self.data[datastore_version][domain]["stix_datastore"]
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data = MitreAttackData(src=datastore)
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software = data.get_software(remove_revoked_deprecated=True)
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groups = data.get_groups(remove_revoked_deprecated=True)
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campaigns = data.get_campaigns(remove_revoked_deprecated=True)
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all_software_ids.update(obj["id"] for obj in software)
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all_groups_ids.update(obj["id"] for obj in groups)
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all_campaigns_ids.update(obj["id"] for obj in campaigns)
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return {
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"software": len(all_software_ids),
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"groups": len(all_groups_ids),
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"campaigns": len(all_campaigns_ids),
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}
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def get_statistics_section(self, datastore_version: str = "new") -> str:
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"""
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Generate a markdown section with ATT&CK statistics for all domains.
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Parameters
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----------
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datastore_version : str, optional
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Either "old" or "new" to specify which version's statistics to generate.
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Defaults to "new".
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Returns
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-------
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str
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Markdown-formatted statistics section.
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"""
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# Collect unique object counts across all domains
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unique_counts = self._collect_unique_object_counts(datastore_version)
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# Collect statistics for each domain
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domain_stats = []
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for domain in self.domains:
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datastore = self.data[datastore_version][domain]["stix_datastore"]
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domain_label = self.domain_to_domain_label[domain]
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stats = self._collect_domain_statistics(datastore, domain_label)
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domain_stats.append(stats)
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# Build the statistics section
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version_label = "New" if datastore_version == "new" else "Old"
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output = f"## {version_label} ATT&CK Version Statistics\n\n"
1179+
output += (
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f"This version of ATT&CK contains {unique_counts['software']} Pieces of Software, "
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f"{unique_counts['groups']} Groups, and {unique_counts['campaigns']} Campaigns.\n\n"
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)
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output += "Broken out by domain:\n\n"
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for stats in domain_stats:
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output += stats.format_output() + "\n"
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output += "\n"
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return output
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10051191
def get_markdown_section_data(self, groupings, section: str, domain: str) -> str:
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"""Parse a list of STIX objects in a section and return a string for the whole section."""
10071193
sectionString = ""
@@ -1056,6 +1242,11 @@ def get_markdown_string(self) -> str:
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key_content = self.get_md_key()
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content = f"{key_content}\n\n"
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# Add statistics section for the new version
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logger.info("Generating statistics section")
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stats_section = self.get_statistics_section(datastore_version="new")
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content += stats_section
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for object_type in self.types:
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domains = ""
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