export interface AssistantInsightMetric {
  label: string;
  value: string;
  tone?: "neutral" | "good" | "warn" | "danger" | "info";
}

export interface AssistantInsightSection {
  title: string;
  metrics: AssistantInsightMetric[];
}

export interface AssistantInsight {
  kind: "chargeability" | "resource_match" | "holiday_region" | "resource_holidays";
  title: string;
  subtitle?: string;
  metrics: AssistantInsightMetric[];
  sections?: AssistantInsightSection[];
}

function isRecord(value: unknown): value is Record<string, unknown> {
  return typeof value === "object" && value !== null && !Array.isArray(value);
}

function asString(value: unknown): string | null {
  return typeof value === "string" && value.trim() ? value : null;
}

function asNumber(value: unknown): number | null {
  return typeof value === "number" && Number.isFinite(value) ? value : null;
}

function formatHours(value: unknown): string | null {
  const num = asNumber(value);
  return num == null ? null : `${num.toFixed(num % 1 === 0 ? 0 : 1)} h`;
}

function formatDays(value: unknown): string | null {
  const num = asNumber(value);
  return num == null ? null : `${num.toFixed(num % 1 === 0 ? 0 : 1)} d`;
}

function pushMetric(
  metrics: AssistantInsightMetric[],
  label: string,
  value: string | null,
  tone?: AssistantInsightMetric["tone"],
) {
  if (!value) return;
  metrics.push({ label, value, ...(tone ? { tone } : {}) });
}

function createLocationLabel(locationContext: Record<string, unknown> | undefined): string | null {
  if (!locationContext) return null;
  const parts = [
    asString(locationContext.metroCity),
    asString(locationContext.federalState),
    asString(locationContext.country),
    asString(locationContext.countryCode),
  ].filter(Boolean);
  return parts.length > 0 ? parts.join(", ") : null;
}

function buildChargeabilityInsight(data: Record<string, unknown>): AssistantInsight | null {
  const resource = asString(data.resource);
  const month = asString(data.month);
  if (!resource || !month) return null;

  const holidaySummary = isRecord(data.holidaySummary) ? data.holidaySummary : undefined;
  const absenceSummary = isRecord(data.absenceSummary) ? data.absenceSummary : undefined;
  const capacityBreakdown = isRecord(data.capacityBreakdown) ? data.capacityBreakdown : undefined;
  const locationContext = isRecord(data.locationContext) ? data.locationContext : undefined;
  const chargeabilityPct = asNumber(data.chargeabilityPct);
  const targetPct = asNumber(data.targetPct);

  const metrics: AssistantInsightMetric[] = [];
  pushMetric(metrics, "Chargeability", asString(data.chargeability), chargeabilityPct == null || targetPct == null
    ? "info"
    : chargeabilityPct >= targetPct ? "good" : "warn");
  pushMetric(metrics, "Available", formatHours(data.availableHours));
  pushMetric(metrics, "Booked", formatHours(data.bookedHours));
  pushMetric(metrics, "Unassigned", formatHours(data.unassignedHours));
  pushMetric(metrics, "Target", formatHours(data.targetHours));
  pushMetric(metrics, "Holidays", formatDays(holidaySummary?.workdayCount ?? holidaySummary?.count));

  const sections: AssistantInsightSection[] = [];

  const basisMetrics: AssistantInsightMetric[] = [];
  pushMetric(basisMetrics, "Location", createLocationLabel(locationContext), "info");
  pushMetric(basisMetrics, "Base working days", formatDays(data.baseWorkingDays));
  pushMetric(basisMetrics, "Effective working days", formatDays(data.workingDays));
  pushMetric(basisMetrics, "Base capacity", formatHours(data.baseAvailableHours));
  if (basisMetrics.length > 0) {
    sections.push({ title: "Basis", metrics: basisMetrics });
  }

  const deductionMetrics: AssistantInsightMetric[] = [];
  pushMetric(deductionMetrics, "Holiday deduction", formatHours(holidaySummary?.hoursDeduction ?? capacityBreakdown?.holidayHoursDeduction), "warn");
  pushMetric(deductionMetrics, "Absence deduction", formatHours(absenceSummary?.hoursDeduction ?? capacityBreakdown?.absenceHoursDeduction), "warn");
  pushMetric(deductionMetrics, "Absence days", formatDays(absenceSummary?.dayEquivalent));
  if (deductionMetrics.length > 0) {
    sections.push({ title: "Deductions", metrics: deductionMetrics });
  }

  return {
    kind: "chargeability",
    title: `${resource} · ${month}`,
    subtitle: "Holiday-aware monthly capacity",
    metrics,
    ...(sections.length > 0 ? { sections } : {}),
  };
}

function buildHolidayRegionInsight(data: Record<string, unknown>): AssistantInsight | null {
  const locationContext = isRecord(data.locationContext) ? data.locationContext : undefined;
  const periodStart = asString(data.periodStart);
  const periodEnd = asString(data.periodEnd);

  const metrics: AssistantInsightMetric[] = [];
  pushMetric(metrics, "Region", createLocationLabel(locationContext), "info");
  pushMetric(metrics, "Resolved holidays", asNumber(data.count)?.toString() ?? null);
  pushMetric(metrics, "Period", periodStart && periodEnd ? `${periodStart} to ${periodEnd}` : null);

  const summary = isRecord(data.summary) ? data.summary : undefined;
  const scopeItems = Array.isArray(summary?.byScope) ? summary.byScope : [];
  const scopeMetrics = scopeItems
    .map((item) => {
      if (!isRecord(item)) return null;
      const scope = asString(item.scope);
      const count = asNumber(item.count);
      if (!scope || count == null) return null;
      return { label: scope, value: String(count) } satisfies AssistantInsightMetric;
    })
    .filter((item): item is AssistantInsightMetric => item !== null);

  return {
    kind: "holiday_region",
    title: createLocationLabel(locationContext) ?? "Regional holidays",
    subtitle: "Resolved public holiday set",
    metrics,
    ...(scopeMetrics.length > 0 ? { sections: [{ title: "Scopes", metrics: scopeMetrics }] } : {}),
  };
}

function buildResourceHolidayInsight(data: Record<string, unknown>): AssistantInsight | null {
  const resource = isRecord(data.resource) ? data.resource : undefined;
  const summary = isRecord(data.summary) ? data.summary : undefined;
  const periodStart = asString(data.periodStart);
  const periodEnd = asString(data.periodEnd);

  const metrics: AssistantInsightMetric[] = [];
  pushMetric(metrics, "Employee", asString(resource?.name) ?? asString(resource?.eid));
  pushMetric(metrics, "Location", createLocationLabel(resource), "info");
  pushMetric(metrics, "Resolved holidays", asNumber(data.count)?.toString() ?? null);
  pushMetric(metrics, "Period", periodStart && periodEnd ? `${periodStart} to ${periodEnd}` : null);

  const scopeItems = Array.isArray(summary?.byScope) ? summary.byScope : [];
  const scopeMetrics = scopeItems
    .map((item) => {
      if (!isRecord(item)) return null;
      const scope = asString(item.scope);
      const count = asNumber(item.count);
      if (!scope || count == null) return null;
      return { label: scope, value: String(count) } satisfies AssistantInsightMetric;
    })
    .filter((item): item is AssistantInsightMetric => item !== null);

  return {
    kind: "resource_holidays",
    title: `${asString(resource?.name) ?? "Resource"} holidays`,
    subtitle: "Location-specific holiday resolution",
    metrics,
    ...(scopeMetrics.length > 0 ? { sections: [{ title: "Scopes", metrics: scopeMetrics }] } : {}),
  };
}

function buildResourceMatchInsight(data: Record<string, unknown>): AssistantInsight | null {
  const project = isRecord(data.project) ? data.project : undefined;
  const period = isRecord(data.period) ? data.period : undefined;
  const bestMatch = isRecord(data.bestMatch) ? data.bestMatch : undefined;
  if (!project || !period || !bestMatch) return null;

  const remainingHours = asNumber(bestMatch.remainingHours);
  const remainingHoursPerDay = asNumber(bestMatch.remainingHoursPerDay);
  const lcr = asString(bestMatch.lcr);
  const holidaySummary = isRecord(bestMatch.holidaySummary) ? bestMatch.holidaySummary : undefined;
  const absenceSummary = isRecord(bestMatch.absenceSummary) ? bestMatch.absenceSummary : undefined;
  const capacityBreakdown = isRecord(bestMatch.capacityBreakdown) ? bestMatch.capacityBreakdown : undefined;

  const metrics: AssistantInsightMetric[] = [];
  pushMetric(metrics, "Best match", asString(bestMatch.name) ?? asString(bestMatch.eid), "good");
  pushMetric(metrics, "Project", asString(project.name) ?? asString(project.shortCode));
  pushMetric(metrics, "Remaining", formatHours(remainingHours), remainingHours != null && remainingHours > 0 ? "good" : "warn");
  pushMetric(metrics, "Per workday", formatHours(remainingHoursPerDay));
  pushMetric(metrics, "LCR", lcr);
  pushMetric(metrics, "Holiday deduction", formatHours(holidaySummary?.hoursDeduction), "warn");

  const sections: AssistantInsightSection[] = [];

  const profileMetrics: AssistantInsightMetric[] = [];
  pushMetric(profileMetrics, "Role", asString(bestMatch.role));
  pushMetric(profileMetrics, "Chapter", asString(bestMatch.chapter));
  pushMetric(profileMetrics, "Location", createLocationLabel(bestMatch), "info");
  pushMetric(profileMetrics, "Candidate pool", asNumber(data.candidateCount)?.toString() ?? null);
  if (profileMetrics.length > 0) {
    sections.push({ title: "Selection", metrics: profileMetrics });
  }

  const basisMetrics: AssistantInsightMetric[] = [];
  pushMetric(basisMetrics, "Window", asString(period.startDate) && asString(period.endDate) ? `${asString(period.startDate)} to ${asString(period.endDate)}` : null);
  pushMetric(basisMetrics, "Ranking", asString(period.rankingMode));
  pushMetric(basisMetrics, "Min/day", formatHours(period.minHoursPerDay));
  pushMetric(basisMetrics, "Base capacity", formatHours(capacityBreakdown?.baseAvailableHours ?? bestMatch.baseAvailableHours));
  pushMetric(basisMetrics, "Effective capacity", formatHours(bestMatch.availableHours));
  pushMetric(basisMetrics, "Absence deduction", formatHours(absenceSummary?.hoursDeduction ?? capacityBreakdown?.absenceHoursDeduction), "warn");
  if (basisMetrics.length > 0) {
    sections.push({ title: "Capacity basis", metrics: basisMetrics });
  }

  return {
    kind: "resource_match",
    title: `${asString(project.shortCode) ?? asString(project.name) ?? "Project"} staffing`,
    subtitle: "Holiday-aware best-fit resource",
    metrics,
    ...(sections.length > 0 ? { sections } : {}),
  };
}

export function buildAssistantInsight(toolName: string, data: unknown): AssistantInsight | null {
  if (!isRecord(data)) return null;

  switch (toolName) {
    case "get_chargeability":
      return buildChargeabilityInsight(data);
    case "find_best_project_resource":
      return buildResourceMatchInsight(data);
    case "list_holidays_by_region":
      return buildHolidayRegionInsight(data);
    case "get_resource_holidays":
      return buildResourceHolidayInsight(data);
    default:
      return null;
  }
}