import type { UnifiedResultProjection } from '../domain/unified-result';
import { POLICY_CLASSIFICATION_LABELS } from '../domain/policy-status-labels';
import { discloseResultDbProjection } from '../domain/result-db-disclosure';
import { privacySafeFinding, privacySafeText } from '../domain/privacy-safe-finding';
import { canonicalJson } from '../shared/canonical-json';
import type { RegulatoryFindingQuery } from './regulatory-rag';
import { buildRegulatoryFindingQuery } from './regulatory-query';

const SAFE_ENVIRONMENT_PROPERTIES = new Set([
  'domain.controller_count',
  'domain.functional_level',
  'domain.recycle_bin_enabled',
  'forest.functional_level',
  'logging.wef.configuration_count',
  'operating_system.count',
  'operating_system.name'
]);

export function privacySafeResultJsonFileName(generatedAt: string): string {
  const timestamp = generatedAt.replace(/\.\d{3}Z$/, 'Z').replaceAll(':', '-');
  return `assessor-result-db-privacy-safe-${timestamp}.json`;
}

function stableResultKey(item: UnifiedResultProjection): string {
  return [item.sourceKind, item.sourceTool ?? '', item.sourceRuleId ?? '', item.resultProjectionId].join('\u0000');
}

/** The exact JSON the AI overview sends to the model, in its deterministic order. */
export function aiOverviewInputJson(items: UnifiedResultProjection[]): string {
  return resultsToPrivacySafeExportJson(items.slice().sort((left, right) => stableResultKey(left).localeCompare(stableResultKey(right))));
}

export interface ComplianceAiExport {
  schemaVersion: 2;
  /** Exactly what the AI overview receives for these rows (it splits the same object into chunks when it is large). */
  aiOverviewInput: unknown;
  /** Each distinct finding query the ISO mapping model receives, with the Result DB rows that produce it. */
  isoMappingQueries: Array<{ query: RegulatoryFindingQuery; resultProjectionIds: string[] }>;
}

/**
 * The Result DB `Export JSON` of the Compliance Engine: a 1:1 copy of what its AI features receive,
 * built by the same functions they use. The ISO model additionally receives the retrieved candidate
 * controls, which depend on the index and are not part of this offline export.
 */
export function complianceAiExportJson(items: UnifiedResultProjection[]): string {
  const queries = new Map<string, ComplianceAiExport['isoMappingQueries'][number]>();
  for (const item of items.slice().sort((left, right) => left.resultProjectionId.localeCompare(right.resultProjectionId))) {
    const query = buildRegulatoryFindingQuery(item);
    if (!query) continue;
    const key = canonicalJson(query);
    const entry = queries.get(key) ?? { query, resultProjectionIds: [] };
    entry.resultProjectionIds.push(item.resultProjectionId);
    queries.set(key, entry);
  }
  const value: ComplianceAiExport = {
    schemaVersion: 2,
    aiOverviewInput: JSON.parse(aiOverviewInputJson(items)) as unknown,
    isoMappingQueries: [...queries.values()]
  };
  return JSON.stringify(value, null, 2);
}

export function resultsToPrivacySafeExportJson(items: UnifiedResultProjection[]): string {
  // A raw GPO observation is context for its rolled-up comparison, not a finding of its own.
  const findings = items.filter(item => item.sourceKind !== 'environment-observation' && item.sourceKind !== 'policy-observation');
  const policyObservations = items.filter(item => item.sourceKind === 'policy-observation');
  const policyFindings = findings.filter(item => item.sourceKind === 'policy-evaluation');
  const environment = items.filter(item => item.sourceKind === 'environment-observation');
  const actionable = findings.filter(item =>
    item.isDeviation || item.isIoe || ['fail', 'warning', 'execution_error'].includes(item.outcomeNormalized));
  const notRun = findings.filter(item => item.outcomeNormalized === 'not_run');

  return JSON.stringify({
    schemaVersion: 1,
    summary: {
      totalResults: items.length,
      findingResults: findings.length,
      environmentResults: environment.length,
      policyObservationResults: policyObservations.length,
      actionableFindings: actionable.length,
      notRunChecks: notRun.length,
      findingOutcomes: countBy(findings, item => item.outcomeNormalized),
      findingSeverities: countBy(findings, item => item.severityNormalized),
      findingTools: countBy(findings, item => item.sourceTool ?? 'unknown'),
      policyStatuses: countBy(policyFindings, policyStatus),
      environmentStates: countBy(environment, item => item.environmentState ?? 'unknown')
    },
    findings: actionable.map(item => ({ ...privacySafeFinding(item), ...privacySafePolicy(item) })),
    notRunChecks: notRun.map(item => ({
      id: item.sourceRuleId ?? null,
      title: privacySafeText(item.title),
      severity: item.severityNormalized,
      resultType: item.resultType,
      tool: item.sourceTool ?? 'unknown'
    })),
    environmentFacts: groupedEnvironmentFacts(environment)
  }, null, 2);
}

function policyStatus(item: UnifiedResultProjection): string {
  return item.policyClassification ? POLICY_CLASSIFICATION_LABELS[item.policyClassification] : 'unknown';
}

/** GPO comparison facts under the Result DB disclosure policy: the customer value stays withheld. */
function privacySafePolicy(item: UnifiedResultProjection): { policy?: Record<string, unknown> } {
  if (item.sourceKind !== 'policy-evaluation') return {};
  const disclosed = discloseResultDbProjection(item);
  const policy = {
    status: policyStatus(disclosed),
    baseline: disclosed.policyBaselineLabel,
    expectedValue: disclosed.policyBaselineValue,
    comparison: disclosed.policyComparisonRelation,
    customerState: disclosed.policyCustomerState,
    scope: disclosed.policyScope,
    delivery: disclosed.policyDeliveryMechanism,
    diagnostics: disclosed.policyDiagnosticCodes?.length ? disclosed.policyDiagnosticCodes : undefined
  };
  return { policy: Object.fromEntries(Object.entries(policy).filter(([, value]) => value !== undefined)) };
}

function groupedEnvironmentFacts(items: UnifiedResultProjection[]) {
  const grouped = new Map<string, {
    title: string;
    property: string;
    value: unknown;
    state: string;
    tool: string;
    count: number;
  }>();
  items.forEach(item => {
    const property = copiedEnvironmentProperty(item);
    if (!property) return;
    const fact = {
      title: privacySafeText(item.title),
      property,
      value: item.environmentNormalizedValue ?? null,
      state: item.environmentState ?? 'unknown',
      tool: item.sourceTool ?? 'unknown'
    };
    const key = JSON.stringify(fact);
    const existing = grouped.get(key);
    if (existing) existing.count += 1;
    else grouped.set(key, { ...fact, count: 1 });
  });
  return [...grouped.values()];
}

function countBy(items: UnifiedResultProjection[], valueOf: (item: UnifiedResultProjection) => string): Record<string, number> {
  const counts: Record<string, number> = {};
  items.forEach(item => {
    const value = valueOf(item);
    counts[value] = (counts[value] ?? 0) + 1;
  });
  return counts;
}

function copiedEnvironmentProperty(item: UnifiedResultProjection): string | undefined {
  if (item.sourceKind !== 'environment-observation' || !item.environmentProperty) return undefined;
  if (SAFE_ENVIRONMENT_PROPERTIES.has(item.environmentProperty) || item.environmentProperty.endsWith('.row_count')) {
    return item.environmentProperty;
  }
  const aggregateAccountValue = item.environmentValueType === 'number'
    && ['user-information.account-analysis', 'computer-information.account-analysis'].includes(item.environmentSubjectType ?? '');
  return aggregateAccountValue ? item.environmentProperty : undefined;
}