mirror of
https://github.com/yogeshojha/rengine.git
synced 2026-10-19 23:01:29 +02:00
After the match, every inferred CVE row gets fixed_in: the nearest newer release of the same product this scan saw that does not carry the CVE, and how many assets run it. Each release's CVE set is read from the NVD corpus, uncapped, so a scan at the match cap is still judged whole. A version whose leading number sits far above the product's median is a misread and never the fix. is:fixable filters on it, and the row and the sheet name the release.
403 lines
14 KiB
Python
403 lines
14 KiB
Python
from __future__ import annotations
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from datetime import datetime
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from uuid import UUID
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from sqlalchemy import func, select, text
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from sqlalchemy.exc import DBAPIError
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.services.asset_query import (
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NO_JIT,
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STATEMENT_TIMEOUT,
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QueryScope,
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QuerySyntaxError,
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ScopeLike,
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SoftwareQueryContext,
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compile_software_query,
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parse_query,
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query_error_for,
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software_has_baseline,
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syntax_error,
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)
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from app.services.target_names import target_names
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from shared.definitions.asset_query import COUNT_CAP, SOFTWARE_QUERY
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from shared.definitions.evidence import EVIDENCE_LABELS, EVIDENCE_ORDER
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from shared.definitions.software import (
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CAVEAT_LABELS,
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CAVEAT_ORDER,
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CONFIDENCE_LABELS,
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CONFIDENCE_ORDER,
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PRODUCTS_BY_KEY,
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VERSION_SOURCE_LABELS,
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VersionSource,
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)
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from shared.definitions.threat_intel import STALE_AFTER_HOURS, FeedKind, exploit_band
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from shared.definitions.vulnerabilities import SEVERITY_LABELS, SEVERITY_ORDER
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from shared.logging import get_logger
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from shared.models.software import (
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NvdCve,
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SoftwareComponentRead,
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SoftwareCoverage,
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SoftwareCve,
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SoftwareCveRead,
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SoftwareFacet,
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SoftwareFacets,
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SoftwareFilter,
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SoftwarePage,
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)
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from shared.models.threat_intel import ThreatFeed
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from shared.services.asset_query import lead_cache
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from shared.services.surface_query import software as surface_software
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from shared.utils.datetime import utc_now
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from shared.utils.software import normalize_product
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logger = get_logger(__name__)
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_FACET_LIMIT = 20
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_UNMAPPED_SHOWN = 25
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class SoftwareService:
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def __init__(self, session: AsyncSession):
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self.session = session
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def _context(self, scope: QueryScope, now: datetime) -> SoftwareQueryContext:
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return SoftwareQueryContext(scope=scope, now=now)
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def _scoped(self, scope: QueryScope):
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return surface_software.scoped(scope, SoftwareFilter())
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def _order(self, base, f: SoftwareFilter):
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return surface_software.order(base, f)
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async def search(self, scope: ScopeLike, f: SoftwareFilter) -> SoftwarePage:
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scope = QueryScope.of(scope)
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now = utc_now()
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base = self._scoped(scope)
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try:
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predicate = compile_software_query(
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parse_query(f.q, SOFTWARE_QUERY), self._context(scope, now)
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)
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except QuerySyntaxError as exc:
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return SoftwarePage(error=syntax_error(exc))
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if predicate is not None:
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base = base.where(predicate)
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await self.session.execute(text(STATEMENT_TIMEOUT))
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await self.session.execute(text(NO_JIT))
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try:
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counted = await self.session.scalar(
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select(func.count()).select_from(base.limit(COUNT_CAP + 1).subquery())
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)
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rows = (
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(
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await self.session.execute(
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self._order(base, f).limit(f.limit).offset(f.offset)
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)
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)
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.scalars()
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.all()
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)
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except DBAPIError as exc:
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await self.session.rollback()
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rejected = query_error_for(exc)
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if rejected is None:
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raise
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logger.info("software query rejected", error=str(exc.orig))
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return SoftwarePage(error=rejected)
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total = int(counted or 0)
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capped = total > COUNT_CAP
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page = SoftwarePage(
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total=min(total, COUNT_CAP) if capped else total, total_capped=capped
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)
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if not rows:
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return page
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names = await target_names(self.session, (row.target_id for row in rows))
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descriptions = await self._descriptions([row.cve for row in rows])
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seen = await self._seen_before(scope, [row.fingerprint for row in rows])
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baseline = await self.session.scalar(select(software_has_baseline(scope)))
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for row in rows:
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page.items.append(
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self._to_read(
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row,
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target_value=names.get(row.target_id),
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description=descriptions.get(row.cve),
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is_new=bool(baseline) and row.fingerprint not in seen,
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)
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)
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return page
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def _to_read(
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self,
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row: SoftwareCve,
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*,
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target_value: str | None,
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description: str | None,
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is_new: bool,
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) -> SoftwareCveRead:
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return SoftwareCveRead(
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id=row.id,
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scan_id=row.scan_id,
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target_id=row.target_id,
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target_value=target_value,
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cve=row.cve,
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name=row.name,
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version=row.version,
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vendor=row.vendor,
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product=row.product,
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cpe=row.cpe,
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version_source=row.version_source,
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version_source_label=VERSION_SOURCE_LABELS.get(row.version_source, ""),
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severity=row.severity,
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cvss_score=row.cvss_score,
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epss_score=row.epss_score,
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epss_percentile=row.epss_percentile,
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band=exploit_band(row.epss_score),
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is_kev=row.is_kev,
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kev_ransomware=row.kev_ransomware,
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kev_due_date=row.kev_due_date,
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exploit_score=row.exploit_score,
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intel_kinds=list(row.intel_kinds or []),
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confidence=row.confidence,
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confidence_label=CONFIDENCE_LABELS.get(row.confidence, ""),
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caveats=[
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{
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"kind": kind,
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"label": CAVEAT_LABELS.get(kind, kind),
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}
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for kind in (row.caveats or [])
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],
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evidence=row.evidence,
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evidence_label=EVIDENCE_LABELS.get(row.evidence, ""),
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fixed_in=row.fixed_in,
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fixed_in_assets=row.fixed_in_assets,
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description=description,
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host=row.host,
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ip=row.ip,
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port=row.port,
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url=row.url,
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http_asset_id=row.http_asset_id,
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port_id=row.port_id,
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discovered_at=row.discovered_at,
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is_new=is_new,
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)
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async def _descriptions(self, cves: list[str]) -> dict[str, str]:
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if not cves:
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return {}
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rows = await self.session.execute(
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select(NvdCve.cve, NvdCve.description).where(NvdCve.cve.in_(set(cves)))
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)
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return {cve: description for cve, description in rows.all() if description}
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async def _seen_before(
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self, scope: QueryScope, fingerprints: list[str]
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) -> set[str]:
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if not fingerprints or not scope.ids:
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return set()
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rows = await self.session.execute(
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text(
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"SELECT DISTINCT e.fingerprint FROM software_cves e "
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"JOIN software_cves cur ON cur.scan_id = ANY(:sids) "
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"AND cur.fingerprint = e.fingerprint "
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"WHERE e.target_id = cur.target_id AND NOT (e.scan_id = ANY(:sids)) "
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"AND e.discovered_at < cur.discovered_at AND e.fingerprint = ANY(:fps)"
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),
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{"sids": [str(i) for i in scope.ids], "fps": fingerprints},
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)
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return {row[0] for row in rows.all()}
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async def facets(self, scope: ScopeLike) -> SoftwareFacets:
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scope = QueryScope.of(scope)
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async def build() -> SoftwareFacets:
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return SoftwareFacets(
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severity=await self._facet(
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scope, SoftwareCve.severity, SEVERITY_LABELS, SEVERITY_ORDER
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),
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confidence=await self._facet(
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scope, SoftwareCve.confidence, CONFIDENCE_LABELS, CONFIDENCE_ORDER
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),
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source=await self._facet(
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scope,
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SoftwareCve.version_source,
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VERSION_SOURCE_LABELS,
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tuple(VERSION_SOURCE_LABELS),
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),
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caveat=await self._caveat_facet(scope),
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evidence=await self._facet(
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scope, SoftwareCve.evidence, EVIDENCE_LABELS, EVIDENCE_ORDER
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),
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product=await self._facet(scope, SoftwareCve.name, {}, ()),
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)
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return await lead_cache.cached(
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self.session,
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name="software:facets",
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scans=scope.ids,
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facets="",
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model=SoftwareFacets,
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build=build,
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)
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async def _facet(
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self, scope: QueryScope, column, labels: dict[str, str], order: tuple[str, ...]
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) -> list[SoftwareFacet]:
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rows = await self.session.execute(
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select(column, func.count())
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.where(scope.match(SoftwareCve.scan_id))
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.group_by(column)
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.order_by(func.count().desc())
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.limit(_FACET_LIMIT)
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)
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found = [
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SoftwareFacet(key=key, label=labels.get(key, key), count=count)
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for key, count in rows.all()
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if key
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]
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if not order:
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return found
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rank = {key: index for index, key in enumerate(order)}
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return sorted(found, key=lambda item: rank.get(item.key, len(rank)))
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async def _caveat_facet(self, scope: QueryScope) -> list[SoftwareFacet]:
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rows = await self.session.execute(
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text(
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"SELECT value, count(*) FROM software_cves, "
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"json_array_elements_text(caveats) value "
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"WHERE scan_id = ANY(:sids) GROUP BY value"
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),
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{"sids": [str(i) for i in scope.ids]},
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)
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counts = dict(rows.all())
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return [
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SoftwareFacet(key=kind, label=CAVEAT_LABELS[kind], count=counts[kind])
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for kind in CAVEAT_ORDER
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if kind in counts
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]
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async def coverage(self, scope: ScopeLike) -> SoftwareCoverage:
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scope = QueryScope.of(scope)
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async def build() -> SoftwareCoverage:
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feed = await self.session.scalar(
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select(ThreatFeed).where(ThreatFeed.kind == FeedKind.NVD.value)
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)
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age = None
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if feed is not None and feed.last_synced_at is not None:
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age = (utc_now() - feed.last_synced_at).total_seconds() / 3600
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mapped, unmapped, names = await self._components(scope)
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matched = await self.session.scalar(
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text(
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"SELECT count(DISTINCT coalesce(http_asset_id::text, port_id::text)) "
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"FROM software_cves WHERE scan_id = ANY(:sids)"
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).bindparams(sids=[str(i) for i in scope.ids])
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)
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findings = await self.session.scalar(
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select(func.count()).where(scope.match(SoftwareCve.scan_id))
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)
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return SoftwareCoverage(
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components=mapped + unmapped,
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mapped=mapped,
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unmapped=unmapped,
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unmapped_names=names,
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matched=int(matched or 0),
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findings=int(findings or 0),
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feed_ready=feed is not None and feed.rows > 0,
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feed_age_hours=age,
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stale=age is not None and age > STALE_AFTER_HOURS,
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)
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return await lead_cache.cached(
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self.session,
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name="software:coverage",
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scans=scope.ids,
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facets="",
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model=SoftwareCoverage,
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build=build,
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)
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async def _components(
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self, scope: QueryScope
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) -> tuple[int, int, list[SoftwareComponentRead]]:
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"""Counted the way the matcher resolves them, so the two never disagree."""
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if not scope.ids:
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return 0, 0, []
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sids = [str(i) for i in scope.ids]
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rows = await self.session.execute(
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text(
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"SELECT value ->> 'name' AS name, value ->> 'source' AS source, "
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"count(*) AS n FROM http_assets, json_array_elements(software) value "
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"WHERE scan_id = ANY(:sids) GROUP BY 1, 2"
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).bindparams(sids=sids)
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)
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ports = await self.session.execute(
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text(
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"SELECT product AS name, count(*) AS n FROM ports "
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"WHERE scan_id = ANY(:sids) AND product IS NOT NULL "
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"AND version IS NOT NULL AND version <> '' GROUP BY 1"
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).bindparams(sids=sids)
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)
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mapped = 0
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unmapped = 0
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missing: dict[tuple[str, str], int] = {}
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counted: list[tuple[str, str, int]] = [
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(row.name, row.source or VersionSource.FINGERPRINT.value, row.n)
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for row in rows.all()
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if row.name
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]
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counted += [
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(row.name, VersionSource.BANNER.value, row.n)
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for row in ports.all()
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if row.name
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]
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for name, source, count in counted:
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if normalize_product(name) in PRODUCTS_BY_KEY:
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mapped += count
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else:
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unmapped += count
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missing[(name, source)] = missing.get((name, source), 0) + count
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ordered = sorted(missing.items(), key=lambda item: -item[1])[:_UNMAPPED_SHOWN]
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return (
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mapped,
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unmapped,
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[
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SoftwareComponentRead(
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name=name, version_source=source, mapped=False, assets=count
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)
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for (name, source), count in ordered
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],
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)
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async def counts(self, scope: ScopeLike, queries: list[str]) -> dict[str, int]:
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scope = QueryScope.of(scope)
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now = utc_now()
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out: dict[str, int] = {}
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for query in queries:
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base = self._scoped(scope)
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try:
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predicate = compile_software_query(
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parse_query(query, SOFTWARE_QUERY), self._context(scope, now)
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)
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except QuerySyntaxError:
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out[query] = 0
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continue
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if predicate is not None:
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base = base.where(predicate)
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counted = await self.session.scalar(
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select(func.count()).select_from(base.subquery())
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)
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out[query] = int(counted or 0)
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return out
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async def scan_total(self, scan_id: UUID) -> int:
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return int(
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await self.session.scalar(
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select(func.count()).where(SoftwareCve.scan_id == scan_id)
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)
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or 0
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)
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