from __future__ import annotations from src.domain import AlertClass, ClaimKind, MIN_VALID_EVENTS, StateKnown, Tag, Verdict from src.i18n import t from src.schemas import ChangeFinding, Claim, PipelineResult, ValidationReport def status_label(lang: str, verdict: Verdict, live: bool) -> str: suffix = t(lang, "live_note") if live else t(lang, "cached_note") return f"{t(lang, f'verdict_{verdict.value}')} · {suffix}" def decide_verdict(n_valid: int, report: ValidationReport) -> Verdict: if not report.ok: return Verdict.INVALID if n_valid < MIN_VALID_EVENTS: return Verdict.INSUFFICIENT return Verdict.READY def reasons(lang: str, result: PipelineResult) -> list[str]: kpis = result.kpis lines = [ t(lang, "reason_counts").format(valid=kpis.n_valid, raw=kpis.n_raw, dropped=kpis.n_dropped, changes=kpis.n_changes), t(lang, "reason_alerts").format(security=kpis.n_security_review, context=kpis.n_context, threshold=kpis.threshold), t(lang, "reason_eval").format( recall="—" if kpis.event_recall is None else f"{100 * kpis.event_recall:.0f}%", precision="—" if kpis.precision_at_k is None else f"{100 * kpis.precision_at_k:.0f}%", fa="—" if kpis.false_alarms_per_account_day is None else f"{kpis.false_alarms_per_account_day:.3f}", ), t(lang, "reason_maint").format(n=kpis.maintenance_as_security), t(lang, "reason_score"), ] for issue in result.validation.issues[:6]: lines.append(f"{issue.severity}: {issue.message}") return lines def annotate_finding(row: ChangeFinding) -> ChangeFinding: before = f"`{row.before_event_id}`" if row.before_state == StateKnown.KNOWN and row.before_event_id else "unknown" after = f"`{row.after_event_id or row.event_id}`" if row.after_state == StateKnown.KNOWN else "unknown" row.observed = [ f"`{row.event_name}` by `{row.actor_alias}` ({row.actor_kind}/{row.actor_role}) on `{row.account_alias}` at `{row.timestamp}`", f"resource `{row.resource_alias}` ({row.resource_kind}) in `{row.region}`; change_type `{row.change_type}`", f"request summary: {row.request_summary or '—'}", f"before={before}; after={after}; ticket `{row.change_ticket or 'none'}`; approval `{row.approval_status.value}`", f"evidence event_id values: {', '.join(row.evidence_event_ids[:6]) or row.event_id}", ] row.inferred = [ f"tag `{row.tag.value}` is a review hint, not proof of current cloud exposure", f"score={row.score:.2f}; methods={', '.join(row.methods_fired) or 'none'}", f"open_cidr={row.cidr_open}; public_policy={row.policy_public}; logging_off={row.logging_off}; detector_off={row.detector_off}; wildcard_trust={row.wildcard_trust}", f"severity `{row.severity.value}` is separate from approval `{row.approval_status.value}`", ] if row.gold_event_ids: row.inferred.append(f"overlaps lab event {', '.join(row.gold_event_ids)} ({row.gold_family or 'unlabeled'})") if row.incomplete: row.action = "Request parameters are missing. Mark as insufficient evidence. Do not conclude current exposure or apply a cloud change from this demo." elif row.tag == Tag.MAINTENANCE: row.action = "This matches the approved Sunday staging window and ticket. Keep it as context; severity can still be medium." elif row.tag == Tag.OPEN_SG: row.action = "The event requested 0.0.0.0/0. Review the security-group change. This screen does not update AWS." elif row.tag == Tag.PUBLIC_S3: row.action = "The event requested a public-access change. Current bucket exposure is unknown unless a before event is also in this export." elif row.tag == Tag.TRAIL_STOP: row.action = "Logging stop/delete was requested. Confirm with the change ticket; do not call the trail disabled in production from one event." elif row.tag == Tag.DETECTOR: row.action = "A detector or recorder disable was requested. Review as logging control, not as a confirmed blind spot." elif row.tag == Tag.ROOT: row.action = "Root activity is always reviewable. This demo never uses a root credential and never changes the account." elif row.tag == Tag.TRUST: row.action = "The trust policy request includes a wildcard principal. Review the role; do not assume the live policy equals this event." elif row.tag == Tag.IAM_ESCALATION: row.action = "A privilege-grant event is on the backlog. Confirm the intended role and ticket. No IAM write is sent from here." elif row.tag == Tag.ACCESS_KEY: row.action = "An access key create event needs a human look. Keys in this lab are fake and redacted." elif row.tag == Tag.RESTRICTED_SG: row.action = "Ingress is present but not 0.0.0.0/0. Treat as context unless other evidence appears." else: row.action = "No security-review alert. Keep the change as context or ignore read-only noise." row.claims = [ Claim(kind=ClaimKind.OBSERVED, text=row.observed[0], locator=row.event_id, field="event"), Claim(kind=ClaimKind.INFERRED, text=row.inferred[0], locator=row.event_id, field="tag"), Claim(kind=ClaimKind.ACTION, text=row.action, locator=row.event_id, field="action"), ] if row.before_state == StateKnown.UNKNOWN or row.after_state == StateKnown.UNKNOWN: row.claims.append( Claim( kind=ClaimKind.UNKNOWN, text="Before/after configuration is unknown unless both events exist in this export.", locator=row.event_id, field="before_after", ) ) if row.alert_class == AlertClass.NONE and not row.gold_event_ids: row.claims.append(Claim(kind=ClaimKind.UNKNOWN, text="No authored lab event overlaps this change.", locator=row.event_id, field="gold")) return row def finding_markdown(lang: str, row: ChangeFinding | None) -> str: if row is None: return t(lang, "empty_card") observed = "\n".join(f"- {text}" for text in row.observed) or "- —" inferred = "\n".join(f"- {text}" for text in row.inferred) or "- —" return ( f"### `{row.finding_id}`\n\n" f"**{t(lang, 'observed')}**\n{observed}\n\n" f"**{t(lang, 'inferred')}**\n{inferred}\n\n" f"**{t(lang, 'action')}**\n- {row.action}\n\n" f"{t(lang, 'severity')} `{row.severity.value}` · {t(lang, 'confidence')} `{row.confidence.value}` · " f"{t(lang, 'workflow')} `{row.workflow.value}` · {t(lang, 'approval')} `{row.approval_status.value}` · " f"gold `{row.gold_family or '—'}`" ) def state_markdown(lang: str, row: ChangeFinding | None) -> str: if row is None: return t(lang, "empty_state") return ( f"**{t(lang, 'state_card')}** `{row.resource_alias}`\n\n" f"- {t(lang, 'before')}: `{row.before_state.value}` {('· `' + row.before_event_id + '`') if row.before_event_id else ''}\n" f"- {t(lang, 'after')}: `{row.after_state.value}` {('· `' + (row.after_event_id or row.event_id) + '`') if row.after_state.value == 'known' else ''}\n" f"- {t(lang, 'state_note')}\n" f"- {t(lang, 'approval')}: `{row.approval_status.value}` · ticket `{row.change_ticket or '—'}`" )