import type { Category, MetricKey, ModelRow, Split } from "@/lib/types";
import { HIGHER_IS_BETTER } from "@/lib/data";

/* ------------------------------------------------------------------ */
/* Category color mapping — derived ONLY from globals.css tokens.      */
/* vn-open = phosphor accent · multilingual = cool ice (accent→text)   */
/* medical = sage · api-* = cool/neutral mixes drawn as DIAMONDS, so   */
/* the warm --warn channel belongs exclusively to contamination.       */
/* ------------------------------------------------------------------ */

export const categoryColor: Record<Category, string> = {
  "vn-open": "var(--accent)",
  "multilingual-open": "color-mix(in srgb, var(--accent) 65%, var(--text) 35%)",
  medical: "var(--text)",
  "api-intl": "color-mix(in srgb, var(--text) 55%, var(--muted) 45%)",
  "api-vn": "var(--muted)",
};

/** API points render as 45°-rotated squares instead of dots. */
export function isApiCategory(c: Category): boolean {
  return c === "api-intl" || c === "api-vn";
}

/* ------------------------------------------------------------------ */
/* Shared Recharts text styles — single source for both compare        */
/* charts. 11px floor and token-driven fills keep SVG text legible on  */
/* the lighter glass panels.                                           */
/* ------------------------------------------------------------------ */

export const CHART_AXIS_TICK = {
  fill: "var(--muted)",
  fontSize: 11,
  fontFamily: "var(--font-mono), 'IBM Plex Mono', monospace",
} as const;

export const CHART_AXIS_LABEL = {
  fill: "var(--muted)",
  fontSize: 11,
  letterSpacing: "0.14em",
  fontFamily: "var(--font-mono), 'IBM Plex Mono', monospace",
} as const;

/** Point labels knock out lines beneath them with a panel-toned halo —
    charts now sit on glass surfaces, so the halo matches --surface,
    not the page background. */
export const CHART_LABEL_KNOCKOUT = {
  paintOrder: "stroke",
  stroke: "var(--surface)",
  strokeWidth: 4,
} as const;

/** Near-text fill for chart point labels (brighter than --muted). */
export const CHART_LABEL_FILL =
  "color-mix(in srgb, var(--text) 86%, var(--muted) 14%)";

/** Selection-order palette for head-to-head columns and profile bars.
    Series 2 reads as bone-white with a teal cast so it never doubles the
    accent; series 3 bars render hairline-outlined with transparent fill. */
export const seriesColor: readonly string[] = [
  "var(--accent)",
  "color-mix(in srgb, var(--accent) 15%, var(--text) 85%)",
  "var(--muted)",
];

/* ------------------------------------------------------------------ */
/* Compact display names for chart point labels                        */
/* ------------------------------------------------------------------ */

const SHORT_NAMES: Record<string, string> = {
  "phowhisper-small-ag": "PhoWhisper-S ·AG",
  "phowhisper-small-lora": "PhoWhisper-S ·LoRA",
  vietasr: "VietASR 68M",
  "phowhisper-large": "PhoWhisper-L",
  "whisper-large-v3": "Whisper-L v3",
  "phowhisper-small": "PhoWhisper-S",
  "wav2vec2-base-vi": "w2v2-base-vi",
  "whisper-small": "Whisper-S",
  "mms-1b": "MMS-1B",
  "zipformer-30m": "Zipformer-30M",
  "qwen3-asr-0.6b": "Qwen3-ASR-0.6B",
  "gemini-2.5-pro": "Gemini 2.5 Pro",
  "gpt-4o-transcribe": "gpt-4o-transcribe",
  "elevenlabs-scribe-v2": "Scribe v2",
  "fpt-ai-stt": "FPT.AI STT",
};

export function shortName(m: ModelRow): string {
  return SHORT_NAMES[m.slug] ?? m.name;
}

/* ------------------------------------------------------------------ */
/* Pareto math (minimize both axes; lower-left is better)              */
/* ------------------------------------------------------------------ */

export interface ParetoDatum {
  wer: number;
  csWer: number;
  werCi?: [number, number];
  csWerCi?: [number, number];
  model: ModelRow;
}

/** One datum per model holding BOTH wer and csWer on the split. */
export function paretoData(models: ModelRow[], split: Split): ParetoDatum[] {
  return models.flatMap((m) => {
    const s = m.metrics?.[split];
    if (typeof s?.wer !== "number" || typeof s?.csWer !== "number") return [];
    return [
      {
        wer: s.wer,
        csWer: s.csWer,
        werCi: s.werCi,
        csWerCi: s.csWerCi,
        model: m,
      },
    ];
  });
}

/** Non-dominated subset, sorted by WER ascending (csWer strictly falls). */
export function paretoFrontier(points: ParetoDatum[]): ParetoDatum[] {
  const sorted = [...points].sort((a, b) => a.wer - b.wer || a.csWer - b.csWer);
  const out: ParetoDatum[] = [];
  let best = Infinity;
  for (const p of sorted) {
    if (p.csWer < best) {
      out.push(p);
      best = p.csWer;
    }
  }
  return out;
}

export type Segment = readonly [
  { x: number; y: number },
  { x: number; y: number },
];

/**
 * Staircase boundary of the region dominated by the frontier,
 * extended to the chart domain edges. Steps go right, then down.
 */
export function frontierSegments(
  frontier: ParetoDatum[],
  xMax: number,
  yMax: number,
): Segment[] {
  if (frontier.length === 0) return [];
  const segs: Segment[] = [];
  const first = frontier[0];
  const last = frontier[frontier.length - 1];
  // drop in from the top edge to the best-WER point
  segs.push([
    { x: first.wer, y: yMax },
    { x: first.wer, y: first.csWer },
  ]);
  for (let i = 0; i < frontier.length - 1; i += 1) {
    const a = frontier[i];
    const b = frontier[i + 1];
    segs.push([
      { x: a.wer, y: a.csWer },
      { x: b.wer, y: a.csWer },
    ]);
    segs.push([
      { x: b.wer, y: a.csWer },
      { x: b.wer, y: b.csWer },
    ]);
  }
  // run out to the right edge at the best CS-WER level
  segs.push([
    { x: last.wer, y: last.csWer },
    { x: xMax, y: last.csWer },
  ]);
  return segs;
}

/**
 * Non-overlapping vertical bands covering the dominated region (up-right
 * of the staircase): band i spans x from frontier[i] to frontier[i+1]
 * (last band runs to xMax), y from frontier[i].csWer to yMax.
 */
export function dominatedBands(
  frontier: ParetoDatum[],
  xMax: number,
  yMax: number,
): Array<{ x1: number; x2: number; y1: number; y2: number }> {
  return frontier.map((p, i) => ({
    x1: p.wer,
    x2: frontier[i + 1]?.wer ?? xMax,
    y1: p.csWer,
    y2: yMax,
  }));
}

/* ------------------------------------------------------------------ */
/* Axis domain helpers (data-driven, padded, rounded to 2s or 5s)      */
/* ------------------------------------------------------------------ */

/**
 * Data extent padded ~10–15% and snapped outward — to multiples of 2 when
 * the span is tight (< 15 units) so the points command the canvas, else 5.
 */
export function niceDomain(values: number[]): [number, number] {
  if (values.length === 0) return [0, 100];
  const min = Math.min(...values);
  const max = Math.max(...values);
  const pad = Math.max((max - min) * 0.1, 1.5);
  const snap = max - min < 15 ? 2 : 5;
  return [
    Math.floor((min - pad) / snap) * snap,
    Math.ceil((max + pad) / snap) * snap,
  ];
}

/** Tick positions for a niceDomain: every 2 / 5 / 10 by span width. */
export function domainTicks([lo, hi]: [number, number]): number[] {
  const span = hi - lo;
  const step = span <= 16 ? 2 : span <= 30 ? 5 : 10;
  const out: number[] = [];
  for (let t = lo; t <= hi; t += step) out.push(t);
  return out;
}

/* ------------------------------------------------------------------ */
/* Head-to-head helpers                                                */
/* ------------------------------------------------------------------ */

export const H2H_METRICS: readonly MetricKey[] = [
  "wer",
  "csWer",
  "nWer",
  "cer",
  "mtrExact",
  "mtrFuzzy",
  "rtfx",
];

export const METRIC_UNIT: Record<MetricKey, string> = {
  wer: "%",
  cer: "%",
  csWer: "%",
  nWer: "%",
  mtrExact: "%",
  mtrFuzzy: "%",
  rtfx: "×",
};

export type DeltaTone = "better" | "worse" | "flat";

/** Sign-aware quality of a challenger-minus-baseline delta. */
export function deltaTone(delta: number, metric: MetricKey): DeltaTone {
  if (delta === 0) return "flat";
  const improved = HIGHER_IS_BETTER.has(metric) ? delta > 0 : delta < 0;
  return improved ? "better" : "worse";
}

/** "+3.23" / "−1.40" / "±0.00" (true minus sign for mono alignment). */
export function fmtDelta(delta: number, digits = 2): string {
  const sign = delta > 0 ? "+" : delta < 0 ? "−" : "±";
  return `${sign}${Math.abs(delta).toFixed(digits)}`;
}

/** True when the model has no numeric metric at all on the split. */
export function hasEvidenceGap(m: ModelRow, split: Split): boolean {
  const s = m.metrics?.[split];
  if (!s) return true;
  return !H2H_METRICS.some((k) => typeof s[k] === "number");
}