// Copyright (c) the JPEG XL Project Authors. All rights reserved.
//
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

#include "tools/speed_stats.h"

#include <math.h>
#include <stddef.h>
#include <stdio.h>

#include <algorithm>
#include <string>

#include "lib/jxl/base/robust_statistics.h"

namespace jpegxl {
namespace tools {

void SpeedStats::NotifyElapsed(double elapsed_seconds) {
  JXL_ASSERT(elapsed_seconds > 0.0);
  elapsed_.push_back(elapsed_seconds);
}

jxl::Status SpeedStats::GetSummary(SpeedStats::Summary* s) {
  if (elapsed_.empty()) return JXL_FAILURE("Didn't call NotifyElapsed");

  s->min = *std::min_element(elapsed_.begin(), elapsed_.end());
  s->max = *std::max_element(elapsed_.begin(), elapsed_.end());

  // Single rep
  if (elapsed_.size() == 1) {
    s->central_tendency = elapsed_[0];
    s->variability = 0.0;
    s->type = "";
    return true;
  }

  // Two: skip first (noisier)
  if (elapsed_.size() == 2) {
    s->central_tendency = elapsed_[1];
    s->variability = 0.0;
    s->type = " second:";
    return true;
  }

  // Prefer geomean unless numerically unreliable (too many reps)
  if (std::pow(elapsed_[0], elapsed_.size()) < 1E100) {
    double product = 1.0;
    for (size_t i = 1; i < elapsed_.size(); ++i) {
      product *= elapsed_[i];
    }

    s->central_tendency = std::pow(product, 1.0 / (elapsed_.size() - 1));
    s->variability = 0.0;
    s->type = " geomean:";
    return true;
  }

  // Else: mode
  std::sort(elapsed_.begin(), elapsed_.end());
  s->central_tendency = jxl::HalfSampleMode()(elapsed_.data(), elapsed_.size());
  s->variability = jxl::MedianAbsoluteDeviation(elapsed_, s->central_tendency);
  s->type = "mode: ";
  return true;
}

namespace {

std::string SummaryStat(double value, const char* unit,
                        const SpeedStats::Summary& s) {
  if (value == 0.) return "";

  char stat_str[100] = {'\0'};
  const double value_tendency = value / s.central_tendency;
  // Note flipped order: higher elapsed = lower mpps.
  const double value_min = value / s.max;
  const double value_max = value / s.min;

  int ret = snprintf(stat_str, sizeof(stat_str), ",%s %.2f %s/s [%.2f, %.2f]",
                     s.type, value_tendency, unit, value_min, value_max);
  (void)ret;  // ret is unused when JXL_ASSERT is disabled.
  JXL_ASSERT(ret < static_cast<int>(sizeof(stat_str)));
  return stat_str;
}

}  // namespace

jxl::Status SpeedStats::Print(size_t worker_threads) {
  Summary s;
  JXL_RETURN_IF_ERROR(GetSummary(&s));
  std::string mps_stats = SummaryStat(xsize_ * ysize_ * 1e-6, "MP", s);
  std::string mbs_stats = SummaryStat(file_size_ * 1e-6, "MB", s);

  char variability[20] = {'\0'};
  if (s.variability != 0.0) {
    snprintf(variability, sizeof(variability), " (var %.2f)", s.variability);
  }

  fprintf(stderr, "%zu x %zu%s%s%s, %zu reps, %zu threads.\n", xsize_, ysize_,
          mps_stats.c_str(), mbs_stats.c_str(), variability, elapsed_.size(),
          worker_threads);
  return true;
}

}  // namespace tools
}  // namespace jpegxl