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S1 / src /lib /ffmpeg-v2.ts
GUI-STUDIO
Update FFmpeg paths for GitHub environment and increase log limit
f020fc2 9 minutes ago
28.4 kB
import ffmpeg from "ffmpeg-static";
import ffprobe from "ffprobe-static";
import fluent_ffmpeg, { type FfprobeData } from "fluent-ffmpeg";
import createError from "http-errors";
import { type Context } from "elysia";
import { NS_misc } from "./misc";
import { NS_promise } from "./promise";
import { NS_error } from "./error";
import { exec, execSync, spawn } from "node:child_process";
import { IS_GH, NS_runtime } from "@x/types/env.runtime";
import { type T_live, type T_probe_playback } from "@x/ff-dl/types";
import { NS_ff } from "@x/ff-dl/helper";

const APP_ENV = () => NS_runtime.ENV_VAR_DB?.APP_ENV || process.env.APP_ENV;

const FFMPEG_V = () => NS_runtime.ENV_VAR_DB?.FFMPEG_V || process.env.FFMPEG_V;
const FFPROBE_V = () =>
  NS_runtime.ENV_VAR_DB?.FFPROBE_V || process.env.FFPROBE_V;
const CPU_0V1 = () => NS_runtime.ENV_VAR_DB?.CPU_0V1 || process.env.CPU_0V1;

const is_prod =
  process.env.NODE_ENV === "production" ||
  (APP_ENV() && ["prod", "pprod", "pre_prod"].includes(APP_ENV()));

const ffmpeg_path = is_prod && !IS_GH() ? "ffmpeg" : ffmpeg || "ffmpeg";
const ffprobe_path =
  is_prod && !IS_GH() ? "ffprobe" : ffprobe.path || "ffprobe";

console.log("ffmpeg_path", ffmpeg_path, "\n");
console.log("ffprobe_path", ffprobe_path, "\n");

fluent_ffmpeg.setFfmpegPath(ffmpeg_path);
fluent_ffmpeg.setFfprobePath(ffprobe_path);

let hw_encoder: any = await get_hardware_encoder();
hw_encoder =
  typeof hw_encoder !== "string" || !hw_encoder.trim()
    ? "libx264"
    : hw_encoder.trim();
// hw_encoder = "libx264";

console.log("\n");
console.log(`🚀 Using hardware encoder: ${hw_encoder}`, "\n");

const TIMEOUT_MS = 30_000; // probe + transcode timeout
const PROBE_TIMEOUT_MS = 30_000; // probe + transcode timeout

function get_hardware_encoder() {
  check_if_fFmpeg_active();

  return new Promise((resolve) => {
    // We wrap ffmpeg path in quotes in case there are spaces in the path
    const checkCmd = `"${ffmpeg_path}" -encoders | grep -E "nvenc|qsv|vaapi"`;

    exec(checkCmd, (error, stdout) => {
      if (error || !stdout) {
        return resolve(null);
      }

      const output = stdout.toLowerCase();
      if (output.includes("nvenc")) return resolve("h264_nvenc");
      if (output.includes("qsv")) return resolve("h264_qsv");
      if (output.includes("vaapi")) return resolve("h264_vaapi");

      resolve(null);
    });
  });
}

function check_if_fFmpeg_active() {
  console.log("\n");

  try {
    const version = execSync(`${ffmpeg_path} -version`, { encoding: "utf8" });
    console.log("⚙️ ", version.split("\n")[0], "\n");
    return true;
  } catch {
    console.error("❗FFmpeg not found in PATH", "\n");
    return false;
  }
}

export const NS_ffmpeg_v2 = {
  F_probe_t1,
  F_build_ffmpeg_flags_t1,
  proc_error_pattern,
  ffmpeg_path,
  ffprobe_path,
  TIMEOUT_MS
};

async function F_probe_t1(arg0: {
  playback: Omit<T_probe_playback, "picture_quality">;
  context?: Context;
  just_cmd?: boolean;
  timeout?: number;
  read_intervals?: {
    duration: number;
  };
}) {
  const { context, playback, just_cmd, timeout, read_intervals } = arg0;

  if (!NS_misc.isValidUrlFormat(playback.url)) {
    if (playback.protocol !== "local") {
      throw createError(400, "invalid playback URL");
    }
  }

  const controller = new AbortController();

  function kill_controller() {
    controller.abort();
    console.log("[CONTROLLER] Request aborted");
  }

  const _PROBE_TIMEOUT_MS =
    typeof timeout === "number" ? timeout : PROBE_TIMEOUT_MS;

  const t =
    _PROBE_TIMEOUT_MS <= 0
      ? undefined
      : setTimeout(() => kill_controller(), _PROBE_TIMEOUT_MS);

  const abort_signal = context?.request.signal;

  if (abort_signal) {
    if (abort_signal.aborted) {
      kill_controller();
    } else {
      abort_signal.addEventListener(
        "abort",
        () => {
          kill_controller();
        },
        {
          once: true
        }
      );
    }
  }

  const flags = [];

  flags.push("-v", "debug");

  flags.push("-protocol_whitelist", "file,http,https,tcp,tls,crypto");

  flags.push("-probesize", `${1_000_000 * 5}`); // Limit probe size (default is 5MB)
  flags.push("-analyzeduration", `${1_000_000 * 5}`); // Analyze only seconds (default is 5s)

  // flags.push("-nobuffer");
  // flags.push("-count_packets");

  if (read_intervals?.duration) {
    const windowSeconds = 30;
    const start = Math.max(0, read_intervals.duration - windowSeconds);

    flags.push("-read_intervals", `${start}%+${windowSeconds}`);
    flags.push("-select_streams", "v:0");
    flags.push("-show_packets");
  }

  flags.push("-show_format");
  flags.push("-show_streams");

  flags.push("-print_format", "json");

  (() => {
    const playback_headers = playback.headers;

    if (
      typeof playback_headers !== "object" ||
      Array.isArray(playback_headers)
    ) {
      return;
    }

    const headers_str = Object.entries(playback_headers)
      .map(([k, v]) => `${k}: ${v}`)
      .join("\r\n");

    flags.push("-headers", headers_str + "\r\n");
  })();

  flags.push("-i", playback.url);

  if (APP_ENV() === "dev") {
    console.log("[PROBE FLAGS]", flags, "\n");
  }

  if (just_cmd) {
    clearTimeout(t);

    return { cmd: flags.join(" ") };
  }

  const timeoutPromise = () =>
    new Promise<never>((_, reject) => {
      setTimeout(() => {
        clearTimeout(t);

        reject(new Error("PROBE is taking way to long"));
      }, _PROBE_TIMEOUT_MS);
    });

  const _p = probe_runner({
    ffprobe_path,
    args: flags,
    controller: t ? controller : undefined
  });

  const [E_, R_] = await NS_promise.F_catch_promise({
    promise: !t ? _p : Promise.race([_p, timeoutPromise()])
  });

  clearTimeout(t);

  if (E_) {
    // timeout / hard failure -> this IS your "slow" bucket per your own rule
    throw E_;
  }

  const { data: probe_info, bytesRead, durationMs } = R_ as any;
  const throughputMbps = (bytesRead * 8) / (durationMs / 1000) / 1_000_000;

  // PACKET RATIO
  (() => {
    try {
      const format_name = probe_info.format.format_name;

      if (format_name && format_name.includes("hls")) return;

      const s = probe_info.streams[0];
      const declared = parseFloat(probe_info.format.duration);
      const [n, d] = s.avg_frame_rate.split("/").map(Number);
      const fps = d ? n / d : 0;

      const realPackets = parseInt(s.nb_read_packets, 10);
      const realDuration = fps ? realPackets / fps : 0;
      const ratio = realDuration / declared;

      const bitrate =
        probe_info.format.bit_rate || (probe_info.format.size * 8) / declared;

      const suspicious = bitrate < 50_000;

      probe_info.bitrate = bitrate;
      probe_info.suspicious_bitrate = suspicious;
    } catch {}
  })();

  // CHECK END PACKETS
  (() => {
    const declaredDuration = parseFloat(probe_info.format.duration);

    const timestamps = (probe_info.packets ?? [])
      .map((packet: any) => Number(packet.pts_time))
      .filter(Number.isFinite);

    if (timestamps.length === 0) {
      return;
    }

    const latestTimestamp = Math.max(...timestamps);
    const tolerance = Math.max(5, declaredDuration * 0.01);

    const _ = latestTimestamp >= declaredDuration - tolerance;

    probe_info.suspicious_end_packets = _;
  })();

  // SPEED TEST
  (() => {
    const bit_rate = probe_info?.format?.bit_rate;
    const streams = probe_info?.streams;

    let safetyFactor = 1.5;

    let sourceBitrateMbps = bit_rate ? Number(bit_rate) / 1_000_000 : undefined;

    // HLS variant playlists often don't set format.bit_rate — fall back to summing streams
    if (!sourceBitrateMbps) {
      const streamSum = (streams ?? []).reduce(
        (s: number, st: { bit_rate: any }) =>
          s + (st.bit_rate ? Number(st.bit_rate) : 0),
        0
      );
      sourceBitrateMbps = streamSum > 0 ? streamSum / 1_000_000 : undefined;
    }

    const _ = { tier: "unknown", throughputMbps };

    if (!sourceBitrateMbps) {
      _.tier = "unknown";
      return;
    }

    const requiredMbps = sourceBitrateMbps * safetyFactor;
    const tier =
      throughputMbps >= requiredMbps * 1.5
        ? "fast"
        : throughputMbps >= requiredMbps
          ? "medium"
          : "slow";

    _.tier = tier;

    probe_info.speedtest = _;
  })();

  return probe_info;
}

function probe_runner(arg0: {
  ffprobe_path: string;
  args: string[];
  controller?: AbortController;
}) {
  const { ffprobe_path, args, controller } = arg0;

  return new Promise((resolve, reject) => {
    const start = performance.now();

    const probe = spawn(ffprobe_path, args, { signal: controller?.signal });

    let dataOutput = "";
    let errorOutput = "";

    probe.stdout.on("data", (data) => {
      dataOutput += data;
    });

    probe.stderr.on("data", (data) => {
      errorOutput += data;
    });

    probe.on("close", (code) => {
      if (code !== 0) {
        reject(
          new Error(
            JSON.stringify({
              code,
              message: `ffprobe exited with code ${code}: ${errorOutput}`
            })
          )
        );
        return;
      }

      const durationMs = performance.now() - start;

      const bytesRead = extract_bytes_read(errorOutput);

      try {
        resolve({ data: JSON.parse(dataOutput), bytesRead, durationMs });
      } catch (err: any) {
        reject(
          new Error(`PROBE Failed to parse ffprobe output: ${err.message}`)
        );
      }
    });

    probe.on("error", (err) => {
      // This will be called with err being an AbortError if the controller aborts
      const { message } = NS_error.F_collect_error_message({ ERR: err });

      reject(new Error(`PROBE FAILED: ${message}`));
    });
  });

  function extract_bytes_read(stderr: string): number {
    // robust to ffmpeg version differences in exact line formatting
    const matches = [...stderr.matchAll(/(\d+)\s*bytes read/gi)];
    return matches.reduce((sum, m) => sum + Number(m[1]), 0);
  }
}

async function F_build_ffmpeg_flags_t1(arg0: {
  playback: Omit<T_probe_playback, "picture_quality">;
  subtitles?: T_live["subtitles"];
  output_destination: NonNullable<T_live["delivery_name"]>;
  delivery_mode: T_live["delivery_mode"];
  delivery_format: T_live["delivery_format"];
  probe_metadata: Record<string, any>;
  flash_ping?: boolean;
  dl_to_s3?: boolean;
  input_type?: string;
  phase_input?: boolean;
}) {
  const {
    playback,
    subtitles,
    output_destination,
    delivery_format,
    delivery_mode,
    probe_metadata,
    dl_to_s3,
    input_type
  } = arg0;

  let { flash_ping, phase_input } = arg0;

  (() => {
    if (typeof phase_input === "boolean") return;

    if (
      playback.type === "video" &&
      delivery_mode === "download" &&
      input_type === "ts"
    ) {
      phase_input = true;
    }
  })();

  function force_ts() {
    let _ = false;

    if (input_type === "ts") _ = true;

    if (playback.type === "hls") _ = false;

    return _;
  }

  function force_mp4() {
    let _ = false;

    if (input_type === "mp4") _ = true;

    if (playback.type === "hls") _ = false;

    return _;
  }

  const flags: string[] = ["-hide_banner", "-loglevel", "info", "-stats"];

  // -------------------------------
  // ADD THREAD LIMIT (Crucial for 0.25 vCPU)
  // -------------------------------
  flags.push("-threads", "0");

  if (force_ts()) {
    flags.push("-f", "mpegts");
  } else if (force_mp4()) {
    flags.push("-f", "mp4");
  }

  flags.push("-reconnect", "1");
  flags.push("-reconnect_streamed", "1");
  if (playback.type === "hls" && delivery_mode === "stream") {
    flags.push("-reconnect_at_eof", "1");
  }
  flags.push("-reconnect_delay_max", "30");
  flags.push("-rw_timeout", `${1_000_000 * 30}`);
  flags.push("-reconnect_on_network_error", "1");
  // flags.push("-reconnect_on_http_error", "429,500,502,503,504");
  flags.push("-reconnect_on_http_error", "500,502,503,504");

  flags.push("-fflags", "+discardcorrupt+genpts"); // Don't hang on truncated segments
  // flags.push("-live_start_index", "-2"); // For live streams: start near the end

  if (playback.type === "hls") {
    if (flash_ping === false) {
      flags.push("-http_persistent", "0");
      flags.push("-http_multiple", "0");
      flags.push("-http_seekable", "0");
    } else {
      flags.push("-http_persistent", "1");
      flags.push("-http_multiple", "1");
      flags.push("-http_seekable", "1");
      flash_ping = true;
    }
  }

  flags.push("-protocol_whitelist", "file,http,https,tcp,tls,crypto");
  if (playback.type === "hls") flags.push("-allowed_extensions", "ALL");

  flags.push("-analyzeduration", "100M");
  flags.push("-probesize", "100M");

  (() => {
    const playback_headers = playback.headers;

    if (
      typeof playback_headers !== "object" ||
      Array.isArray(playback_headers)
    ) {
      return;
    }

    const headers_str = Object.entries(playback_headers)
      .map(([k, v]) => `${k}: ${v}`)
      .join("\r\n");

    flags.push("-headers", headers_str + "\r\n");
  })();

  flags.push("-thread_queue_size", "1024");

  flags.push("-i", playback.url);

  const clean_metadata = NS_ff.F_scan_raw_probe_metadata({
    metadata: probe_metadata
  });

  let subs: any[] | undefined = undefined;

  (() => {
    (() => {
      if (delivery_format === "ts") {
        subs = undefined;
      }

      if (clean_metadata?.subStreams && clean_metadata.subStreams.length) {
        subs = clean_metadata.subStreams;

        return;
      }

      if (!subtitles || !subtitles.length) return;

      subs = subtitles;

      for (let i = 0; i < subtitles.length; i++) {
        const sub = subtitles[i];

        if (sub?.url) {
          flags.push("-f", "webvtt");
          flags.push("-i", sub.url);
        }
      }
    })();

    if (subs?.length) {
      const limit = 5;
      subs = subs.slice(0, limit);
    }
  })();

  const videoCodec = clean_metadata?.videoStreams[0]?.codec_name;
  const audioCodec = clean_metadata?.audioStreams[0]?.codec_name;

  const supported_codecs = (() => {
    switch (delivery_format) {
      case "mp4":
        {
          return {
            video: ["h264", "hevc", "vp9", "av1", "mpeg2video"],
            audio: ["aac", "mp3", "opus", "ac3"],
            subtitle: ["mov_text"]
          };
        }

        break;

      case "ts":
        {
          return {
            video: ["h264", "hevc", "mpeg2video"],
            audio: ["aac", "mp3", "ac3"],
            subtitle: []
          };
        }

        break;

      case "mkv":
        {
          return {
            video: [
              "h264",
              "hevc",
              "vp9",
              "av1",
              "mpeg2video",
              "vp8",
              "theora"
            ],
            audio: [
              "aac",
              "mp3",
              "opus",
              "ac3",
              "flac",
              "vorbis",
              "dts",
              "truehd"
            ],
            subtitle: ["srt", "ass", "ssa", "vobsub", "pgs", "webvtt"]
          };
        }

        break;
    }
  })();

  let must_re_encode =
    !supported_codecs.video.includes(videoCodec) ||
    (audioCodec && !supported_codecs.audio.includes(audioCodec));

  // const re_encode_va = delivery_format !== "ts";
  const re_encode_va = false;
  let re_encode_a = false;
  let re_encode_v = false;
  // const re_encode_va = IS_RENDER_COM() && dl_to_s3;
  // const re_encode_va = !IS_RENDER_COM();

  if (phase_input) must_re_encode = false;
  if (phase_input) re_encode_a = true;

  flags.push("-map", "0:v");
  flags.push("-map", "0:a?");

  if (subs) {
    if (clean_metadata?.subStreams.length) {
      flags.push("-map", "0:s");
    } else {
      subs.forEach((_, i) => flags.push("-map", String(i + 1)));
    }
  }

  if (must_re_encode || re_encode_va || (re_encode_v && re_encode_a)) {
    flags.push("-c:v", hw_encoder || "libx264");
    flags.push("-c:a", "aac", "-b:a", "256k");
  } else if (re_encode_v) {
    flags.push("-c:v", hw_encoder || "libx264");
    flags.push("-c:a", "copy");
  } else if (re_encode_a) {
    flags.push("-c:v", "copy");
    flags.push("-c:a", "aac", "-b:a", "256k");
  } else {
    flags.push("-c:v", "copy");
    flags.push("-c:a", "copy");
  }

  if (
    (playback.type === "hls" && (must_re_encode || re_encode_va)) ||
    delivery_format !== "ts"
  ) {
    flags.push("-bsf:a", "aac_adtstoasc");
  }

  if (subs) {
    flags.push("-c:s", "mov_text");

    subs.forEach((s, i) => {
      let lang = s.lang || s.tags?.language;

      if (!lang) {
        lang = "und";
      }

      lang = lang.slice(0, 3).toLowerCase();

      flags.push(`-metadata:s:s:${i}`, `language=${lang}`);
    });
  }

  if (delivery_mode === "stream") {
    flags.push("-tune", "zerolatency");
  }

  if (must_re_encode) {
    const use_ultrafast = delivery_mode === "stream";

    if (hw_encoder.includes("h264_qsv")) {
      flags.push("-preset", use_ultrafast ? "7" : "4"); // QSV uses numbers: 7 is fastest speed (ultrafast), 4 is balanced (medium)
    } else {
      flags.push("-crf", "23");
      flags.push("-preset", use_ultrafast ? "ultrafast" : "medium"); // ultrafast veryfast faster medium
    }
  }

  if (must_re_encode || re_encode_va || delivery_format !== "ts") {
    flags.push("-pix_fmt", "yuv420p");
  }

  // flags.push("-max_interleave_delta", "0");

  if (delivery_format) {
    flags.push("-f", delivery_format === "ts" ? "mpegts" : delivery_format);
  }

  flags.push("-avoid_negative_ts", "make_zero");

  if (delivery_mode === "download") {
    flags.push("-max_muxing_queue_size", "9999");

    if (dl_to_s3) {
      if (delivery_format !== "ts") {
        flags.push(
          "-movflags",
          "frag_keyframe+empty_moov+default_base_moof+skip_trailer"
        );

        flags.push("-min_frag_duration", "5000000");
      }
    } else {
      flags.push("-movflags", "+faststart");
    }

    if (dl_to_s3) {
      flags.push("-y", "pipe:1");
    } else {
      flags.push("-y", output_destination);
    }
  } else {
    flags.push("-fps_mode", "passthrough");

    if (delivery_format !== "ts") {
      flags.push("-movflags", "frag_keyframe+dash+delay_moov");
      // flags.push("-movflags", "frag_keyframe+empty_moov");
      // flags.push("-movflags", "frag_keyframe+empty_moov+default_base_moof");
      // flags.push("-movflags", "frag_keyframe+empty_moov+default_base_moof+skip_trailer");
    }

    flags.push("-y", "pipe:1");
  }

  return {
    flash_ping,
    flags
  };
}

function proc_error_pattern() {
  const errorPatterns = [
    /^(\[error\]|\[fatal\]|\[panic\])/i,
    /error/i,
    /failed/i,
    /failure/i,
    /invalid/i,
    /unknown/i,
    /unsupported/i,
    /not found/i,
    /cannot/i,
    /could not/i,
    /unable to/i,
    /permission denied/i,
    /no such file/i,
    /broken pipe/i,
    /protocol not found/i,
    /codec not found/i,
    /encoder not found/i,
    /decoder not found/i,
    /filter not found/i,
    /option not found/i,
    /conversion failed/i,
    /av_interleaved_write_frame/i,
    /out of memory/i,
    /segmentation fault/i,
    /assertion failed/i,
    /corrupt/i,
    /truncated/i,
    /malformed/i,
    /incompatible/i,
    /mismatch/i,
    /overflow/i,
    /underflow/i,
    /timeout/i,
    /connection refused/i,
    /connection reset/i,
    /network is unreachable/i,
    /no route to host/i,
    /dns/i, // DNS resolution failures
    /unrecognized/i
  ];

  return errorPatterns;
}

interface T_rendition {
  width: number;
  height: number;
  video_bytes: number;
  audio_bytes: number;
  bytes: number;
}

type T_segment_type = "ts" | "fmp4";

interface T_estimate {
  bytes: number;
  duration: number;
  /** Segment container the estimate was calculated for */
  segment_type?: T_segment_type;
  renditions: T_rendition[];
  /** Where each number came from, useful for judging how much to trust the estimate */
  basis: {
    segment_type?: "option" | "codec" | "default";
    video_bps: "stream" | "packets" | "format" | "none";
    audio_bps: "stream" | "format" | "none";
    overhead: "packets" | "frame_rate" | "spec_minimum";
  };
}

interface T_probe_stream {
  index: number;
  codec_type?: string;
  width?: number;
  height?: number;
  bit_rate?: string;
  duration?: string;
  avg_frame_rate?: string;
  has_b_frames?: number;
  disposition?: { attached_pic?: number };
}

interface T_probe_packet {
  stream_index: number;
  size?: string;
  pts_time?: string;
  dts_time?: string;
  duration_time?: string;
}

/**
 * Estimate total HLS output size from an ffprobe JSON result.
 * Works with whatever is present: stream/format bitrates, and (optionally) a sampled packet window.
 */
export function F_estimate_hls_size(arg0: {
  probe_info: any;
  segment_type?: T_segment_type;
  /** Output heights if you plan more than one rendition, e.g. [1080, 720]. Omit for a single rendition. */
  heights?: number[];
}): T_estimate {
  /*
   * Container framing sizes. Defined by the MPEG-TS / fMP4 specs (not tuning values).
   */
  const TS_PACKET = 188; // fixed TS packet size
  const TS_PAYLOAD = 184; // 188 minus the 4-byte TS header
  const PES_BASE = 9; // PES header without timestamps
  const PES_TIMESTAMP = 5; // each PTS / DTS field
  const FMP4_SAMPLE_ENTRY = 16; // per-sample entry in the fMP4 'trun' box

  // ffprobe prints numbers as strings and uses 'N/A' / missing keys freely
  const num = (v: unknown): number => {
    const n =
      typeof v === "number" ? v : typeof v === "string" ? parseFloat(v) : NaN;
    return Number.isFinite(n) ? n : 0;
  };

  function fps_of(rate?: string): number {
    if (!rate) return 0;
    const [a, b] = rate.split("/");
    return num(a) / (num(b ?? "1") || 1);
  }

  // Bytes a packet occupies once wrapped in the segment container
  function wire_bytes(
    type: T_segment_type,
    size: number,
    has_dts: boolean
  ): number {
    if (type === "fmp4") return size + FMP4_SAMPLE_ENTRY;
    const pes = PES_BASE + PES_TIMESTAMP * (has_dts ? 2 : 1);
    return Math.ceil((size + pes) / TS_PAYLOAD) * TS_PACKET;
  }

  // Lowest possible framing ratio for the container (no per-packet info available)
  const spec_minimum = (type: T_segment_type) =>
    type === "ts" ? TS_PACKET / TS_PAYLOAD : 1;

  const { heights } = arg0;
  const data: any =
    typeof arg0.probe_info === "string"
      ? JSON.parse(arg0.probe_info)
      : arg0.probe_info;

  const streams = data.streams ?? [];
  const fmt = data.format ?? {};
  const video = streams.find(
    (s: any) => s.codec_type === "video" && !s.disposition?.attached_pic
  );
  const audio = streams.find((s: any) => s.codec_type === "audio");

  /*
   * Codecs that HLS players generally expect in fragmented MP4 rather than MPEG-TS.
   * The source's codecs are the only hint the probe gives about the container you'd want.
   */
  const FMP4_CODECS = new Set(["hevc", "av1", "vp9", "opus", "flac"]);

  function detect_segment_type(
    video?: T_probe_stream,
    audio?: T_probe_stream
  ): { type: T_segment_type; source: "codec" | "default" } {
    const needs_fmp4 = [video, audio].some(
      (s: any) => s?.codec_name && FMP4_CODECS.has(s.codec_name)
    );
    return needs_fmp4
      ? { type: "fmp4", source: "codec" }
      : { type: "ts", source: "default" };
  }

  // Explicit option wins; otherwise infer from the codecs in the probe data
  const detected = detect_segment_type(video, audio);
  const segment_type: T_segment_type = arg0.segment_type ?? detected.type;
  const segment_src: T_estimate["basis"]["segment_type"] = arg0.segment_type
    ? "option"
    : detected.source;

  const duration =
    num(fmt.duration) || num(video?.duration) || num(audio?.duration);
  if (!duration)
    throw new Error("Could not determine duration from probe data");

  const video_packets = (data.packets ?? []).filter(
    (p: any) => p.stream_index === video?.index
  );
  const total_bps =
    num(fmt.bit_rate) || (num(fmt.size) ? (num(fmt.size) * 8) / duration : 0);

  // VIDEO bitrate: whole-file stream value > sampled packets > what's left of the total
  let video_bps = 0;
  let video_src: T_estimate["basis"]["video_bps"] = "none";
  if (video) {
    if (num(video.bit_rate)) {
      video_bps = num(video.bit_rate);
      video_src = "stream";
    } else if (packets_bps(video_packets)) {
      video_bps = packets_bps(video_packets);
      video_src = "packets";
    } else if (total_bps) {
      video_bps = Math.max(total_bps - num(audio?.bit_rate), 0);
      video_src = "format";
    }
  }

  // AUDIO bitrate: stream value, else the leftover of the total.
  // (With `-select_streams v:0` the audio stream isn't listed, so the leftover is how we see it.)
  let audio_bps = 0;
  let audio_src: T_estimate["basis"]["audio_bps"] = "none";
  if (num(audio?.bit_rate)) {
    audio_bps = num(audio?.bit_rate);
    audio_src = "stream";
  } else if (total_bps) {
    audio_bps = video ? Math.max(total_bps - video_bps, 0) : total_bps;
    audio_src = audio_bps ? "format" : "none";
  }

  if (!video_bps && !audio_bps)
    throw new Error("No bitrate information in probe data");

  const { ratio: video_ratio, source: overhead_src } = video
    ? video_overhead(segment_type, video, video_packets, video_bps)
    : { ratio: spec_minimum(segment_type), source: "spec_minimum" as const };

  // ffmpeg packs many audio frames into each TS PES packet, so audio only pays the base TS framing
  const audio_ratio = spec_minimum(segment_type);

  const src_width = video?.width ?? 0;
  const src_height = video?.height ?? 0;
  const targets = heights?.length && src_height ? heights : [src_height];

  const renditions: T_rendition[] = targets.map((h) => {
    // Same bits-per-pixel as the source: video size scales with pixel count
    const scale = src_height ? h / src_height : 1;
    const video_bytes = Math.round(
      (video_bps / 8) * duration * video_ratio * scale * scale
    );
    const audio_bytes = Math.round((audio_bps / 8) * duration * audio_ratio);
    return {
      width: Math.round(src_width * scale),
      height: h,
      video_bytes,
      audio_bytes,
      bytes: video_bytes + audio_bytes
    };
  });

  return {
    bytes: renditions.reduce((sum, r) => sum + r.bytes, 0),
    duration,
    segment_type,
    renditions,
    basis: {
      segment_type: segment_src,
      video_bps: video_src,
      audio_bps: audio_src,
      overhead: overhead_src
    }
  };

  // Bitrate measured from the sampled packet window (bits per second)
  function packets_bps(packets: T_probe_packet[]): number {
    if (packets.length < 2) return 0;

    const bytes = packets.reduce((sum, p) => sum + num(p.size), 0);
    let span = packets.reduce((sum, p) => sum + num(p.duration_time), 0);

    if (!span) {
      const pts = packets.map((p) => num(p.pts_time));
      span =
        ((Math.max(...pts) - Math.min(...pts)) * packets.length) /
        (packets.length - 1);
    }

    return span > 0 ? (bytes * 8) / span : 0;
  }

  // Framing ratio (container bytes / payload bytes) for the video stream
  function video_overhead(
    type: T_segment_type,
    video: T_probe_stream,
    packets: T_probe_packet[],
    video_bps: number
  ): { ratio: number; source: T_estimate["basis"]["overhead"] } {
    // Best: use the real packet sizes in the sampled window
    const sized = packets.filter((p) => num(p.size) > 0);
    if (sized.length) {
      let payload = 0;
      let wire = 0;
      for (const p of sized) {
        const pts = num(p.pts_time);
        const dts = num(p.dts_time);
        payload += num(p.size);
        wire += wire_bytes(type, num(p.size), Math.abs(pts - dts) > 1e-6);
      }
      return { ratio: wire / payload, source: "packets" };
    }

    // Next: average frame size from bitrate and frame rate
    const fps = fps_of(video.avg_frame_rate);
    if (fps && video_bps) {
      const frame = video_bps / 8 / fps;
      if (type === "fmp4")
        return {
          ratio: (frame + FMP4_SAMPLE_ENTRY) / frame,
          source: "frame_rate"
        };

      const pes = PES_BASE + PES_TIMESTAMP * (video.has_b_frames ? 2 : 1);
      const wire = ((frame + pes + TS_PAYLOAD / 2) / TS_PAYLOAD) * TS_PACKET; // half a payload of padding on average
      return { ratio: wire / frame, source: "frame_rate" };
    }

    return { ratio: spec_minimum(type), source: "spec_minimum" };
  }
}