!7

cmodule LearnTabs > DynSingleFunctionWithPrintLog {
  void doIt {
    L<File> all = listImageFiles(ai_browserTabsTrainingDataDir());
    Pair<L<File>> files = filterAntiFilter(all, f -> !fileNameContainsIC(f, "notabs"));
    pnl(pairToList(files));
    Pair<L<RGBImage>> images = pair(
      map loadImage(files.a),
      map loadImage(files.b));

    replace Entry with T3<Int, FourPointsRange, Double>.
    replace Submission with L<Entry>.
    
    AIStrategy_Racer_RandomWithVary<Submission> strategy = new AIStrategy_Racer_RandomWithVary;
    strategy.submit = func(Submission s) -> double {
      double score = 0;
      for (RGBImage img : images.a)
        score += imageAnalysis_332parameterScore(s, img);
      for (RGBImage img : images.b)
        score -= imageAnalysis_332parameterScore(s, img);
      ret score;
    };
    strategy.random = func -> Submission {
      ll(t3(
        random(256),
        fourPointsRange_autoSwap(random(0, 30000), random(0, 30000)),
        random()))
    };
    strategy.vary = null;
    
    runStrategyWhileImprovement(strategy);
    print("[done]");
  }
}