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Н Новости

QapGen: Создаём мощные парсеры на C++

QapDSLv2 — это язык который транслируется в обычный C++ код. Он позволяет удобно и компактно задавать грамматики/правила разбора, значительно упрощая разработку компиляторов и анализаторов.

QapGen — это генератор дерева_лексеров/парсеров описанных на QapDSLv2. Сама грамматика QapDSLv2 описана на QapDSLv2 на 100%. Поэтому QapGen как основной читатель этой грамматики сам генерирует часть своего кода(весь парсер QapDSLv2).

Основные фишки QapDSLv2 + QapGen — это:

Отсутствие этапа токенизации — дерево лексеров разбивает входной поток на лексемы и сохраняет их в строго типизированных древовидных С++ структурах пропуская этап токенизации.
Полное сохранение всех лексем(даже разделители сохраняются, такие как пробелы/переходы на новую строку и комментарии) в результирующем дереве.
Возможность сохранить как оригинальное дерево, так и модифицированное обратно в код/текст без потери разделителей/комментариев.
Генерация оптимизированного кода полиморфных лексеров.
Автоматическая генерация кода посетителей(это такой паттерн проектирования).

А теперь пример самой сочной части(рекурсивно самоописывающийся код):

t_target_struct:i_target_item{
  t_keyword{
    string kw=any_str_from_vec(split("struct,class",","));
    " "? // optional separator
  }
  t_body_semicolon:i_struct_impl{";"}
  t_body_impl:i_struct_impl{
    "{" // жрём скобочку
    vector<TAutoPtr<i_target_item>> nested?; // запускаем рекурсию!
    " "?
    vector<TAutoPtr<i_struct_field>> arr?; // парсим поля
    " "?
    TAutoPtr<t_struct_cmds> cmds?; // УГ из QapDSLv1
    " "?
    TAutoPtr<t_cpp_code> c?; // нагло пожираем остальной С++ код
    " "?
    "}"
  }
  t_parent{
    string arrow_or_colon=any_str_from_vec(split("=>,:",","));
    " "?
    t_name parent;
  }
  //точка входа в парсер:
  TAutoPtr<t_keyword> kw?; // парсим struct/class
  t_name name; //парсим имя
  " "? // опциональный разделитель
  TAutoPtr<t_parent> parent?; // парсим имя интерфэйса если есть
  " "?
  TAutoPtr<i_struct_impl> body; // парсим тело структуры или точку с запятой.
}

Про эту статью

Это вторая статья про QapDSL(и одна из первых про QapGen), но первую статью про QapDSLv1 я читать не рекомендую, т.к она безнадёжна устарела, но в этой статье будут описаны изменения по сравнению с первой версией языка, так что я не знаю как вы будете в этом разбираться.

Про соседнюю статью

Я решил выложить сразу две стать в одно время. В этой статье после описания нововведений и разбора примера простого калькулятора, будет вторая половина статьи с самой настоящей сложной технической жестью про QapGen, а в той статье про сравнение с конкурентами на основе парсинга JSON, про механизм полиморфного разбора, а также описание QapDSLv2 и громкая хвала его преимущества.

Основные цели и мотивация для создания QapDSLv2

В комментариях к первой версии отмечалась перегруженность синтаксиса излишними конструкциями, что усложняло чтение и поддержку кода. Вторая версия QapDSL была разработана с целью упростить и укоротить синтаксис, повысить гибкость и расширить возможности интеграции с C++.

Ключевые нововведения QapDSLv2

Новый укороченный синтаксис

Синтаксис стал более компактным и выразительным. Например, вместо

t_num_with_sep{t_num num;t_sep sep;{go_auto(num);go_auto(sep);}}

теперь можно писать

t_num_with_sep{t_num num;" "} // код с go_auto генерируется автоматически.
// " " - заменится на анонимный t_sep
// но только тогда когда сверху в дереве написано using " " as t_sep;

Более полный пример из кода QapGen

// legacy lexer для парсинга команд из QapDSLv1
t_struct_cmd{ // парсить строки виды 'O+=go_minor<major>(minor);'
  TAutoPtr<i_struct_cmd_xxxx> mode?; // парсит 'O+='
  t_name func; // парсит имя go_* метода
  " "? // " " - заменится на анонимный t_sep, вопросик - опциональность.
  string templ_params=str<TAutoPtr<t_templ_params>>()?; // парсит шаблоны
  "(" // пожирает открывающуюся скобочку
  t_cmd_params params; //парсит параметры из вызова метода
  ")" // пожирает закрывающуюся скобочку
  " "?
  TAutoPtr<i_struct_cmd_so> cmdso?; // опциональна фигня, надо удалить.
  " "?
  ";" // пожирает точку с запятой.
}

Атрибуты для полей

Нужны для того чтобы можно было прокидывать инфу о полях из QapDSLv2 в С++ код и тем самым получать возможность управлять кодом обходящим AST. Например в тэг-атрибут можно запихать js-код обработчик поля/ноды. Или это плохой пример?

t_test20250618_atrr{
  t_foo{{}[::]} // тест баяна.
  t_foo foo; [skip] //аттрибут указывающий зачем-то что это надо пропустить
  t_sep sep; [optimize,"sep",("sep"),sep[x]] // вот так можно писать
}

Возможность вставлять C++ код в QapDSL без разделителя — «баян» [::]

Это нововведение позволяет интегрировать произвольный C++ код в QapDSLv2 без необходимости использовать специальные разделители([::]), что упрощает работу с кодом и улучшает читаемость.

Кроссплатформенная версия QapGen

Теперь QapGen(генератор парсеров) компилируется g++/clang/cl.exe, и генерируемый им код также компилируется под linux/windows, что значительно расширяет область применения и удобство использования инструмента.

111

Примера описания парсера для калькулятора на QapDSLv2

t_simple_calc{
  //обьявляемы и реализуем вложенные в t_simple_calc лексеры
  t_term{
    TAutoPtr<i_term> value; // вызываем парсинг полиморфной ноды/лексера.
  }
  t_number:i_term{
    t_ext{
      "." // жрём точечку.
      string v=any(gen_dips("09")); // жрём всё от 0 до 9 пока оно есть.
    }
    t_impl{
      string bef=any(gen_dips("09"));
      TAutoPtr<t_ext> ext?; // парсим опциональный t_ext
    }
    string value=str<t_impl>(); // парсим t_impl и сохраняем его в строку.
  }
  t_divmul{
    t_elem{
      string oper=any_str_from_vec(split("/,*",",")); // сжираем / или *
      t_term expr; // запускаем полиморфа который есть скобки и числа
    }
    t_term first;
    vector<t_elem> arr?; // запускаем опциональный парсинг массива t_elem
  }
  t_addsub{
    t_elem{
      string oper=any_str_from_vec(split("+,-",",")); // сжираем + или -
      t_divmul expr;
    }
    t_divmul first; // парсим t_divmul, т.к у него выше приоретет
    vector<t_elem> arr?; // теперь опционально все остальные
  }
  t_scope:i_term{
    "(" // едим скобку
    t_addsub value; // начинаем с + или -,т.к у них низкий приортет
    ")" // ещё скобочку
  }
  // точка входа:
  t_addsub value; // парсим t_addsub
}

Пример запуска парсера калькулятора описанного на QapDSLv2

Смотрите сначала разбор, а потом это если захочется увидеть реальный код

struct t_simple_calc_evalutor:t_simple_calc{
  typedef t_simple_calc t_ast;
  struct t_go:i_term_visitor{
    void Do(t_number*ptr){Do(*ptr);}
    void Do(t_scope*ptr){Do(*ptr);}
    template<class TYPE>void Do(vector<TYPE>&arr){for(auto&ex:arr)Do(ex);}
    void Do(t_term&ref){
      auto*ptr=ref.value.get();
      ptr->Use(*this);
    }
    void Do(t_number&ref){
      rv=t_rv{"imm",ref.value};
      v=std::stod(ref.value);
    }
    void Do(t_scope&ref){
      Do(ref.value);
    }
    void Do(t_divmul&ref){
      Do(ref.first);
      auto cur_rv=rv;
      auto cur=v;
      for(auto&ex:ref.arr){
        Do(ex.expr);
        if("/"==ex.oper)cur/=v;
        if("*"==ex.oper)cur*=v;
        if("/"==ex.oper)cur_rv=div(cur_rv,rv);
        if("*"==ex.oper)cur_rv=mul(cur_rv,rv);
      }
      v=cur;
      rv=cur_rv;
    }
    void Do(t_addsub&ref){
      Do(ref.first);
      auto cur_rv=rv;
      auto cur=v;
      for(auto&ex:ref.arr){
        Do(ex.expr);
        if("+"==ex.oper)cur+=v;
        if("-"==ex.oper)cur-=v;
        if("+"==ex.oper)cur_rv=add(cur_rv,rv);
        if("-"==ex.oper)cur_rv=sub(cur_rv,rv);
      }
      v=cur;
      rv=cur_rv;
    }
    struct t_rv{
      string type;
      string value;
      string get_reg()const{
        auto t=split(value,"\n");
        if(t.back().empty())t.pop_back();
        auto b=t.back();
        return split(b,"=")[0];
      }
      int get_reg_id()const{
        return std::stoi(split(get_reg(),"\2")[0].substr(1));
      }
    };
    t_rv rv_do(string cmd,t_rv a,t_rv b){
      int reg_id=0;
      auto reg=[](int reg_id){return "\1"+std::to_string(reg_id)+"\2";};
      auto alloc_reg=[&](){return reg(reg_id++);};
      auto foo=[&](const t_rv&a){
        if(a.type!="imm")return a;
        auto reg=alloc_reg();
        return t_rv{"asm",reg+"="+a.value};
      };
      auto fix=[&](const t_rv&a,int bef,int aft){
        return t_rv{"asm",join(split(a.value,reg(bef)),reg(aft))};
      };
      string out;
      auto ra=foo(a);auto a_id=ra.get_reg_id();reg_id=a_id+1;
      auto rb=foo(b);auto b_id=rb.get_reg_id();reg_id=std::max(a_id+1,b_id+1);
      for(int i=0;i<=b_id;i++)if(i<=a_id)if(rb.value.find(reg(i))!=std::string::npos)rb=fix(rb,i,reg_id++);
      out+=ra.value+"\n";
      out+=rb.value+"\n";
      out+=alloc_reg()+"="+cmd+"("+ra.get_reg()+","+rb.get_reg()+")\n";
      return t_rv{"asm",out};
    }
    t_rv div(t_rv a,t_rv b){
      return rv_do("div",a,b);
    }
    t_rv mul(t_rv a,t_rv b){
      return rv_do("mul",a,b);
    }
    t_rv add(t_rv a,t_rv b){
      return rv_do("add",a,b);
    }
    t_rv sub(t_rv a,t_rv b){
      return rv_do("sub",a,b);
    }
    real v=0;
    t_rv rv;
  };
};

void main_2021(IEnvRTTI&Env){
  //{Sys$$<t_simple_calc>::GetRTTI(Env);};
  t_simple_calc::t_addsub ast;
  string inp;
  std::cin>>inp;
  string input=inp;//"100+2*(10+1*2)+30/2-15-16-3/1+3.14/2.5*1-1000";
  auto ok=load_obj(Env,ast,input);
  int gg=1;
  t_simple_calc_evalutor::t_go go;
  go.Do(ast);
  std::cout<<"Result: "<<go.v<<std::endl<<std::endl;
  string output=join(split(join(split(go.rv.value,"\1"),"r"),"\2"),"");
  std::cout<<output<<std::endl;
  int gg2=2;
}

Код обхода дерева и вычисления результата — это очень наглядный и профессионально сделанный пример реализации интерпретатора для простого калькулятора с генерацией промежуточного кода (ассемблероподобного).

Разбор кода обхода AST и вычисления результата

Структура t_simple_calc_evalutor

Расширяем базовый парсер t_simple_calc, добавляя функциональность вычисления выражения:

struct t_simple_calc_evalutor : t_simple_calc {
  typedef t_simple_calc t_ast;
  struct t_go : i_term_visitor {
    // Реализация обхода различных узлов AST
  };
};

t_go — это посетитель, реализующий обход дерева выражения и вычисление значения.

Основные методы обхода

Обход термов и полиморфных узлов

void Do(t_term& ref) {
  auto* ptr = ref.value.get();
  ptr->Use(*this);
}

Вы вызывам метод Use у конкретного типа узла, обеспечивая полиморфизм.

Обработка чисел

void Do(t_number& ref) {
  rv = t_rv{"imm", ref.value};
  v = std::stod(ref.value);
}

Здесь парсим строковое представление числа в double и сохраняете его.

Обработка скобок

void Do(t_scope& ref) {
  Do(ref.value);
}

Просто рекурсивно обрабатываем выражение внутри скобок.

Обработка операций умножения и деления

void Do(t_divmul& ref) {
  Do(ref.first);
  auto cur_rv = rv;
  auto cur = v;
  for (auto& ex : ref.arr) {
    Do(ex.expr);
    if ("/" == ex.oper) cur /= v;
    if ("*" == ex.oper) cur *= v;
    cur_rv = ("/" == ex.oper) ? div(cur_rv, rv) : mul(cur_rv, rv);
  }
  v = cur;
  rv = cur_rv;
}

Сначала вычисляем первый операнд, затем последовательно применяем операции из массива arr.
Параллельно формируем промежуточный код в rv.
Обработка операций сложения и вычитания

Аналогично, но с операциями + и -.

Промежуточный код (структура t_rv и методы add, sub, mul, div)

t_rv хранит тип результата (imm — immediate, asm — ассемблероподобный код) и строковое представление.
Методы add, sub, mul, div генерируют код с регистрами, используя внутреннюю логику выделения и замены регистров.

Это отличное дополнение, показывающее, как можно не только вычислять значение, но и генерировать промежуточный код — важный этап для компиляторов и оптимизаторов.

Пример запуска из main_2021

t_simple_calc::t_addsub ast;
string input;
std::cin >> input;
auto ok = load_obj(Env, ast, input);

t_simple_calc_evalutor::t_go go;
go.Do(ast);

std::cout<<"Result: "<<go.v << std::endl;
std::cout<<join(split(join(split(go.rv.value,"\1"),"r"),"\2"),"")<<std::endl;

Загружаем AST из входной строки.
Запускаем обход и вычисление.
Выводим результат и сгенерированный промежуточный код.

Как парсить более сложные выражения с большим количеством операторов?

Да точно также! Просто набрасываем ещё кучу уровней и пошло поехало. Для того чтобы не ошибиться и не заниматься этим вручную просто пишем скрипт на js который создаёт все необходимые лексеры каждого уровня за нас:

var pad2=num=>(num<10?"0"+num:""+num);
return(
`+,-,!,~
*,/,%
+,-
<<,>>
<,<=,>,>=
==,!=
&
^
|
&&
||`.split("\r").join("").split("\n").map((ops,i)=>{
  var e="t_lev"+pad2(i==1?3:i+3);
  var n="t_lev"+pad2(i+4);
  if(!i){
    return `t_lev03{
  string oper=any_str_from_vec(split(`+JSON.stringify(ops)+`,","))?;
  TAutoPtr<i_expr> expr;
}`;
  }
  var oa=ops.split(",");
  if(oa.length==1){
    return n+`{
  t_oper{"`+oa[0]+`" inline static const string value="`+oa[0]+`";}
  t_item{t_oper oper; `+e+` expr;}
  `+e+` expr;
  vector<t_item> arr?;
}`;
  }
  return n+`{
  t_oper{string value=any_str_from_vec(split("`+ops+`",","));}
  t_item{t_oper oper;`+e+` expr;}
  `+e+` expr;
  vector<t_item> arr?;
}`;
}).join("\n"));

Вот что мы получаем на выходе:

t_lev03{
  string oper=any_str_from_vec(split("+,-,!,~",","))?;
  TAutoPtr<i_expr> expr;
}
t_lev05{
  t_oper{string value=any_str_from_vec(split("*,/,%",","));}
  t_item{t_oper oper;t_lev03 expr;}
  t_lev03 expr;
  vector<t_item> arr?;
}
t_lev06{
  t_oper{string value=any_str_from_vec(split("+,-",","));}
  t_item{t_oper oper;t_lev05 expr;}
  t_lev05 expr;
  vector<t_item> arr?;
}
t_lev07{
  t_oper{string value=any_str_from_vec(split("<<,>>",","));}
  t_item{t_oper oper;t_lev06 expr;}
  t_lev06 expr;
  vector<t_item> arr?;
}
t_lev08{
  t_oper{string value=any_str_from_vec(split("<,<=,>,>=",","));}
  t_item{t_oper oper;t_lev07 expr;}
  t_lev07 expr;
  vector<t_item> arr?;
}
t_lev09{
  t_oper{string value=any_str_from_vec(split("==,!=",","));}
  t_item{t_oper oper;t_lev08 expr;}
  t_lev08 expr;
  vector<t_item> arr?;
}
t_lev10{
  t_oper{"&" inline static const string value="&";}
  t_item{t_oper oper; t_lev09 expr;}
  t_lev09 expr;
  vector<t_item> arr?;
}
t_lev11{
  t_oper{"^" inline static const string value="^";}
  t_item{t_oper oper; t_lev10 expr;}
  t_lev10 expr;
  vector<t_item> arr?;
}
t_lev12{
  t_oper{"|" inline static const string value="|";}
  t_item{t_oper oper; t_lev11 expr;}
  t_lev11 expr;
  vector<t_item> arr?;
}
t_lev13{
  t_oper{"&&" inline static const string value="&&";}
  t_item{t_oper oper; t_lev12 expr;}
  t_lev12 expr;
  vector<t_item> arr?;
}
t_lev14{
  t_oper{"||" inline static const string value="||";}
  t_item{t_oper oper; t_lev13 expr;}
  t_lev13 expr;
  vector<t_item> arr?;
}

Тут мы для некоторых уровней вставляем С++ код объявления заинлайненой константы. Это очень удобно и это единственный вариант когда я одобряю вставку дополнительного С++ кода в лексеры. Так то это ужасно плохая практика.

Дальше пишем вот такой код в интерпретаторе/трансляторе/обходчике и у нас всё чётко - никаких проблем(начинайте смотреть с DoLevel):

template<class TYPE>
void exprUse(TYPE&expr){
  Do(&expr);
}
//template<class TYPE>
void exprUse(TAutoPtr<t_simple_stat_lex::i_expr>&expr){
  QapAssert(expr);
  expr->Use(*this);
}
void call_anyoper(vector<t_expr_value>&values,const string&oper){
  auto params=get_types_from_values(values);
  t_cmd_dev<t_oper_stat> cmddev(values,params,oper);
  bool ok=cmddev.main(dev);
  if(ok)return;
  dev.push_frame();
  weak_call_xxxx<t_oper>(dev,values,oper);
  QapAssert(dev.isRet());
  dev.pop_frame();
}
void call_binoper(const string&oper,t_expr_value&&bef,t_expr_value&&aft){
  dev.push();
  vector<t_expr_value> values;
  values.push_back(std::move(bef));
  values.push_back(std::move(aft));
  call_anyoper(values,oper);
  dev.pop();
}
void call_oneoper(const string&oper,t_expr_value&&value){
  dev.push();
  vector<t_expr_value> values;
  values.push_back(std::move(value));
  call_anyoper(values,oper);
  dev.pop();
}
template<class TYPE>
void DoLevel(TYPE*p)
{
  exprUse(p->expr);
  if(dev.isErr())return;
  auto&arr=p->arr;
  if(arr.empty())return;
  t_expr_value buff=std::move(dev.expr_buff);
  for(int i=0;i<arr.size();i++)
  {
    auto&ex=arr[i];
    exprUse(ex.expr);
    if(dev.isErr())return;
    const string&oper=ex.oper.value;
    call_binoper(oper,std::move(buff),std::move(dev.expr_buff));
    if(dev.isErr())return;
    buff=std::move(dev.expr_buff);
    dev.expr_buff.value=nullptr;
  }
  dev.expr_buff=std::move(buff);
}
void Do(t_lev03*p){
  exprUse(p->expr);
  if(dev.isErr())return;
  const auto&oper=p->oper;
  if(oper.empty())return;
  call_oneoper(oper,std::move(dev.expr_buff));
}
void Do(t_lev05*p){DoLevel(p);}
void Do(t_lev06*p){DoLevel(p);}
void Do(t_lev07*p){DoLevel(p);}
void Do(t_lev08*p){DoLevel(p);}
void Do(t_lev09*p){DoLevel(p);}
void Do(t_lev10*p){DoLevel(p);}
void Do(t_lev11*p){DoLevel(p);}
void Do(t_lev12*p){DoLevel(p);}
void Do(t_lev13*p){DoLevel(p);}
void Do(t_lev14*p){DoLevel(p);}

Данный код реализует обход уровней лексера с учётом приоритетов операторов через единый шаблонный метод DoLevel, что минимизирует дублирование логики для разных уровней. Использование шаблонных функций и централизованного вызова call_binoper и call_oneoper позволяет эффективно управлять стеком вызовов и состоянием вычислений в dev. Такой подход обеспечивает модульность, упрощает расширение грамматики новыми операторами и улучшает сопровождение кода за счёт чёткого разделения обязанностей между обходом AST и генерацией промежуточных команд. Это решение соответствует принципам чистой архитектуры и облегчает внедрение новых языковых конструкций в парсер.

Полное описание всех не упомянутых go_* методов

"go_* методы" - это то во что превращается код описания полей вида:

t_some_lexer field=minor<t_major>(); // заменяется на dev.go_minor<t_major>(field);
// или
string var=str<t_some_lexer>(); // это заменяется на dev.go_str<t_some_lexer>(var);
// или
string var=any("?*"); // это заменяется на dev.go_any(var,"?*");

go_minor<t_major>(t_minor&) - этот метод нужен для того чтобы понижать приоритет минора и давать возможность отработать мажору первым в вышестоящем лексере.

go_str<t_lexer>(string&) - этот метод нужен чтобы разобрать лексером t_lexer лексему, а затем сохранить её в строку, чтобы потом удобно ей пользоваться как строкой, а не неудобной веткой/листом.

go_without<t_lexer>(string&) - этот метод нужен чтобы прочитать всё в строку пока t_lexer ничего не может понять/разобрать. очень дорогой метод.

go_vec(vector<t_lexer>&arr,const string&sep) - УГ. не нужен. сами изучайте если интересно.

go_auto(t_lexer&) - ТОП1 метод, настолько крут что используется для всех полей без инициализатора по умолчанию.

Инструкция по установке/запуску/использованию

Как установить/запустить QapGen?

git clone https://github.com/adler3d/QapGen
cd QapGen/stable
chmod +x build.sh
./build.sh
cd Release
./QapGen.elf your_grammar_file.qapdsl.hpp dontoptimize_polymorphs > output.inl

Далее если всё отработало успешно, то подключаете output.inl к своему проекту.

Свой проект можете сделать из простого калькулятор расположенного по адресу:

https://github.com/adler3d/QapGen/tree/master/src/SimpleCalc

Для этого надо открыть файл:

QapGen/src/SimpleCalc/SimpleCalc/SimpleCalc.cpp

И в нём заменить #include "t_simple_calc.inl" на #include "output.inl"

output.inl нужно положить рядом с SimpleCalc.cpp

Далее надо удалить класс t_simple_calc_evalutor и в main_2021 довести код до рабочего. Для этого надо оттуда всё убрать и написать такой код:

string input="your_script_or_code_or_text";
t_your_root_lexer root_lexer;
auto ok=load_obj(root_lexer,input);
if(!ok)return;
// далее используя посетителей обходим дерево хранящееся в root_lexer

Далее надо собрать/скомпилировать SimpleCalc.cpp и запустить прогу:

g++ -O2 -std=c++17 SimpleCalc.cpp -o SimpleCalc.elf
./SimpleCalc.elf

Для тех кто под Windows есть SimpleCalc.sln для MSVS2017 и build.bat в QapGen/src/SimpleCalc

Разбор t_poly_tool — инструмента разрешения конфликтов у полиморфных лексеров

Краткое описание

t_poly_tool — это мощный инструмент для управления конфликтами приоритетов в системе полиморфных лексеров. Он строит граф зависимостей между типами, проверяет наличие циклов и с помощью топологической сортировки формирует корректный порядок обхода. Это позволяет надёжно разрешать конфликты приоритетов и выбирать правильную реализацию при парсинге. Интеграция с шаблоном go_poly обеспечивает динамический выбор подходящего варианта обхода, что значительно упрощает поддержку и расширение грамматики.

Хотеть больше подробностей

Общая идея

t_poly_tool — это конфигурационный инструмент, который управляет зависимостями и приоритетами между различными типами (семействами) в системе лексеров. Он:

Загружает и сохраняет конфигурацию из файла config.cfg.
Хранит информацию о типах, их связях и событиях, которые отражают зависимости между ними.
...
...

Ключевые компоненты

1. Загрузка и сохранение конфигурации

Метод get() — синглтон, который загружает конфиг из файла, либо создаёт новый, если файл отсутствует.
Метод save_doc() — сохраняет текущую конфигурацию обратно в файл.

2. Управление списком типов и событий

find() — поиск или создание записи по имени типа.
get_base_arr() — получение и синхронизация базового массива элементов с входными данными, с сохранением в конфиг при необходимости.
get_mass() — получение индекса типа в массиве по имени.

3. Структуры для топологической сортировки и проверки циклов

t_point — узел графа зависимостей с входящими и исходящими рёбрами, флагом посещения и группой.
t_points — коллекция точек с методами:
- load_points() — инициализация точек по списку имён типов.
- load_edges_from_events() — построение рёбер графа из событий зависимостей.
- isCyclical() — проверка на наличие циклов в графе с помощью обхода в ширину.
- toList() — построение топологического порядка обхода точек с учётом зависимостей.

4. Управление событиями и перестройка порядка

list_apply_events() — статический метод, который принимает список типов и событий, проверяет циклы и возвращает корректный порядок.
remake() — перестраивает порядок типов в массиве с учётом событий и сохраняет конфигурацию.

5. Шаблон go_poly — основной механизм обхода полиморфных реализаций

Хранит массив результатов обхода (out_arr), ссылку на dev (интерфейс устройства/парсера), ссылку на целевой объект ref и вспомогательные данные.
Метод go_for<T>() — пытается выполнить обход конкретного типа T, сохраняя результат и позицию.
Метод main() — выбирает наиболее подходящий вариант обхода из множества, используя информацию из конфигурации (t_poly_tool), сортирует по «массе» (приоритету) и позиции, применяет топологический порядок, и устанавливает результат в ref.

Больше техно-жести!!! А ну покажи код!

struct t_poly_tool:public t_config_2013{
  //struct t_lex{
  //  std::function<void(t_poly_tool*)> func;
  //  CharMask m;
  //};
  t_doc doc;
  static t_poly_tool&get(/*IEnvRTTI&Env*/){
    static const string fn="config.cfg";
    static t_poly_tool tool;
    static t_doc&doc=tool.doc;
    static QapClock clock;
    static bool first=true;
    if(first){clock.Start();/*doc.lines.reserve(2048);*/}
    if(clock.MS()<360*1000)if(!first)return tool;
    first=false;
    clock.Stop();clock.Start();
    CrutchIO IO;
    bool ok=IO.LoadFile(fn);
    if(ok){t_doc tmp;doc=std::move(tmp);/*doc.lines.reserve(2048);*/}
    if(!ok){
      IO.mem.clear();
      QapAssert(save_obj(/*Env,*/doc,IO.mem));
      IO.SaveFile(fn);
      return tool;
    }
    clock.Stop();clock.Start();
    QapAssert(load_obj(/*Env,*/doc,IO.mem));clock.Stop();clock.Start();
    real time=clock.MS();
    clock.Stop();clock.Start();
    //doc.lines.reserve(2048);
    return tool;
  }
  void save_doc(/*IEnvRTTI&Env,*/const string&fn){
    CrutchIO IO;
    QapAssert(save_obj(/*Env,*/this->doc,IO.mem));
    IO.SaveFile(fn);
  }
public:
  t_line&find(const string&type){
    auto&arr=doc.lines;
    for(int i=0;i<arr.size();i++)
    {
      auto&ex=arr[i];
      if(ex.head==type)return ex;
    }
    arr.push_back(t_line());
    auto&back=arr.back();
    back.head=type;
    return back;
  }
  template<class TYPE>
  vector<t_item>&get_base_arr(/*IEnvRTTI&Env,*/const string&basetype,vector<TYPE>&inp,const vector<string>&types){
    auto&base=find(basetype);
    auto&arr=base.arr;
    if(arr.size()==inp.size())return arr;
    if(arr.size()){
      if(arr.size()!=types.size())QapNoWay();
      for(auto&ex:arr){
        QapAssert(qap_includes(types,ex.type));
      }
      return arr;
    }
    QapAssert(base.arr.empty());
    arr.resize(inp.size());
    for(int i=0;i<arr.size();i++){
      auto&ex=arr[i];
      ex.type=inp[i].info;
    }
    save_doc(/*Env,*/"config.cfg");
    return arr;
  }
  static int get_mass(const vector<t_item>&arr,const string&type){
    for(int i=0;i<arr.size();i++){
      auto&ex=arr[i];
      if(ex.type==type)return i;
    }
    QapAssert(false);
    return -1;
  }
public:
  struct t_point{
    int id;
    string name;
    vector<int> inp;
    vector<int> out;
    bool passed;
    int group;
  };
public:
  template<class TYPE>
  struct t_out_rec{
    const char*info;
    TAutoPtr<TYPE> object;
    int pos;
    int mass;
    t_out_rec(){pos=-1;mass=-1;}
    t_out_rec(t_out_rec&&ref){info=std::move(ref.info);object=std::move(ref.object);pos=ref.pos;mass=ref.mass;}
  };
public:
  struct t_points{
    vector<t_point> arr;
    t_point&find(const string&name){
      for(int i=0;i<arr.size();i++){
        auto&ex=arr[i];
        if(name==ex.name)return ex;
      }
      QapAssert(false);
      return *(t_point*)nullptr;
    }
    void set_passed(bool value){
      for(int i=0;i<arr.size();i++){
        auto&ex=arr[i];
        ex.passed=value;
      }
    }
    void load_points(const vector<string>&inp){
      arr.resize(inp.size());
      for(int i=0;i<inp.size();i++){
        auto&ex=inp[i];
        auto&p=arr[i];
        p.name=ex;
        p.id=i;
        p.passed=false;
        p.group=-1;
      }
    }
    void load_edges_from_events(const vector<t_event>&events){
      for(int i=0;i<events.size();i++){
        auto&ex=events[i];
        auto&pa=find(ex.A.type);
        auto&pb=find(ex.B.type);
        pa.inp.push_back(pb.id);
        pb.out.push_back(pa.id);
      }
    }
    struct t_wave{
      t_points&points;
      vector<int> prev;
      vector<int> next;
      int first_id;
      int group;
      bool result;
      void update(int id)
      {
        auto&ex=points.arr[id];
        ex.group=group;
        ex.passed=true;
        auto&arr=ex.out;
        for(int i=0;i<arr.size();i++){
          auto&id=arr[i];
          auto&ex=points.arr[id];
          QapAssert(id!=first_id);
          if(first_id==id)result=true;
          next.push_back(ex.id);
        }
      }
      void run()
      {
        points.set_passed(false);
        next.push_back(first_id);
        for(int iter=0;!next.empty();iter++)
        {
          prev=std::move(next);
          for(int i=0;i<prev.size();i++){
            auto&id=prev[i];
            auto&ex=points.arr[id];
            if(ex.passed)continue;
            update(ex.id);
          }
        }
      }
    };
    bool isCyclical(){
      t_wave wave={*this};
      wave.result=false;
      string view;view.resize(arr.size());
      for(int i=0;i<arr.size();i++){
        auto&ex=arr[i];
        for(int i=0;i<arr.size();i++){view[i]=arr[i].group<0?'N':'0'+arr[i].group;}
        if(ex.group>=0)continue;
        wave.first_id=ex.id;
        wave.group=ex.id;
        wave.run();
      }
      return wave.result;
    }
    vector<string> toList(){
      vector<string> out;
      set_passed(false);
      vector<int> heads;
      for(int i=0;i<arr.size();i++){
        auto&ex=arr[i];
        if(!ex.out.empty())continue;
        heads.push_back(ex.id);
      }
      vector<int> next;
      for(int iter=0;!heads.empty();iter++)
      {
        vector<int> next_heads;
        for(int i=0;i<heads.size();i++){
          auto&id=heads[i];
          auto&ex=arr[id];
          auto&inp=ex.inp;
          for(int i=0;i<inp.size();i++){
            auto&id=inp[i];
            auto&ex=arr[id];
            if(ex.passed)continue;
            bool found=false;
            for(int i=0;i<next_heads.size();i++)if(next_heads[i]==ex.id)found=true;
            if(found)continue;
            next_heads.push_back(ex.id);
          }
        }
        for(int i=0;i<next_heads.size();i++){
          auto&id=next_heads[i];
          auto&ex=arr[id];
          auto&out=ex.out;
          bool ok=true;
          for(int i=0;i<out.size();i++){
            auto&id=out[i];
            for(int i=0;i<next_heads.size();i++){
              if(next_heads[i]==id)ok=false;
            }
          }
          if(!ok)continue;
          next.push_back(ex.id);
        }
        for(int i=0;i<next.size();i++){
          auto&id=next[i];
          auto&ex=arr[id];
          ex.passed=true;
        }
        std::sort(heads.begin(),heads.end());
        for(int i=0;i<heads.size();i++){
          auto&id=heads[i];
          auto&ex=arr[id];
          out.push_back(ex.name);
        }
        heads=std::move(next);
      }
      return out;
    }
  };
public:
  typedef t_config_2013::t_event t_event;
  typedef t_config_2013::t_item t_item;
  static vector<string> list_apply_events(const vector<string>&arr,vector<t_event>&events){
    t_points points;
    points.load_points(arr);
    points.load_edges_from_events(events);
    bool ok=!points.isCyclical();
    QapAssert(ok);
    auto list=points.toList();
    return list;
  }
  void remake(vector<t_item>&points,vector<t_event>&events){
    vector<string> arr;
    arr.resize(points.size());
    for(int i=0;i<arr.size();i++){
      arr[i]=points[i].type;
    }
    auto out=list_apply_events(arr,events);
    QapAssert(out.size()==points.size());
    for(int i=0;i<arr.size();i++){
      points[i].type=out[i];
    }
  }
public:
  template<class TYPE>
  struct go_poly{
    vector<t_out_rec<TYPE>>&out_arr;
    i_dev&dev;
    TAutoPtr<TYPE>&ref;
    t_fallback&scope;
    int&count;
    int&first_id;
    const string&strbasetype;
    //IEnvRTTI&Env;
    struct t_lex{
      const char*pname=nullptr;
      std::function<void(typename TYPE::t_poly_impl*)> func;
      CharMask m;
    };
    template<class T>
    void go_for(){
      t_fallback scope(dev,__FUNCTION__);
      T tmp;
      scope.ok=tmp.go(dev);
      t_out_rec<TYPE> rec;
      static const string strtype=T::ProxySys$$::GetFullName();
      rec.info=strtype.c_str();
      if(scope.ok)
      {
        rec.object=make_unique<T>(std::move(tmp));
        //auto*p=rec.object.get();
        //*p=std::move(tmp);
        if(!count)first_id=out_arr.size();
        count++;
      }
      dev.getPos(rec.pos);
      out_arr.push_back(std::move(rec));
      scope.ok=false;
    }
    template<size_t N=0>
    void main(array<t_lex,N>*plexs=nullptr)
    {
      typedef t_poly_tool::t_out_rec<TYPE> t_out_rec;
      if(!count){scope.ok=false;return;}
      auto use=[this](t_out_rec&ex){
        QapAssert(ex.object);
        ref=std::move(ex.object);
        dev.setPos(ex.pos);
        scope.ok=true;
      };
      if(count==1)
      {
        auto&ex=out_arr[first_id];
        use(ex);
        return;
      }
      #ifndef QAP_POLY_TOOL_DEBUG
      auto id=QAP_MINVAL_ID_OF_VEC(out_arr,-ex.pos);
      use(out_arr[id]);
      return;
      #endif
      auto&tool=t_poly_tool::get(/*Env*/);
      static vector<string> types;
      if(types.empty()&&plexs){
        for(auto&ex:*plexs)types.push_back(ex.pname);
      }
      auto&arr=tool.get_base_arr(/*Env,*/strbasetype,out_arr,types);
      vector<t_out_rec> out;
      auto update_mass=[&](){
        for(int i=0;i<out.size();i++){
          auto&ex=out[i];
          ex.mass=t_poly_tool::get_mass(arr,ex.info);
        }
      };
      for(int i=0;i<out_arr.size();i++){
        auto&ex=out_arr[i];
        if(!ex.object)continue;
        out.push_back(std::move(ex));
      }
      update_mass();
      vector<int> idarr;idarr.resize(out.size());
      for(int i=0;i<out.size();i++){idarr[i]=i;}
      if(true)
      {
        auto comp_pos=[&out](const int&a,const int&b)->bool{return out[a].pos>out[b].pos;};
        std::sort(std::begin(idarr),std::end(idarr),comp_pos);
        QapAssert(out[idarr[0]].pos>out[idarr[1]].pos);
        int fix_count=0;
        for(int i=1;i<out.size();i++){
          auto&pa=idarr[i-1];
          auto&pb=idarr[i-0];
          auto&a=out[pa];
          auto&b=out[pb];
          //if(a.mass<b.mass)continue;
          auto&base=tool.find(strbasetype);
          auto&events=base.events;
          auto find_event=[&events](const string&a,const string&b)->bool{
            for(int i=0;i<events.size();i++){
              if(events[i].A.type!=a)continue;
              if(events[i].B.type!=b)continue;
              return true;
            }
            return false;
          };
          bool flag_ab=find_event(a.info,b.info);
          bool flag_ba=find_event(b.info,a.info);
          QapAssert(!flag_ba);
          if(flag_ab)continue;
          events.push_back(t_config_2013::t_event());
          auto&back=events.back();
          back.time=cur_date_str();
          back.A.pos=IToS(a.pos);
          back.A.type=a.info;
          back.B.pos=IToS(b.pos);
          back.B.type=b.info;
          fix_count++;
        }
        if(fix_count){
          auto&base=tool.find(strbasetype);
          auto&events=base.events;
          tool.remake(base.arr,events);
          tool.save_doc(/*Env,*/"config.cfg");
          update_mass();
        }
      }
      auto comp_func=[&out](const int&a,const int&b)->bool{return out[a].mass<out[b].mass;};
      std::sort(std::begin(idarr),std::end(idarr),comp_func);
      QapAssert(out[idarr[0]].mass<out[idarr[1]].mass);
      for(int i=1;i<out.size();i++){
        auto&pa=idarr[i-1];
        auto&pb=idarr[i-0];
        auto&a=out[pa];
        auto&b=out[pb];
        if(a.pos>b.pos)continue;
        string msg="wrong mass for:\n";
        msg+="a.info = "+string(a.info)+"\n";
        msg+="a.pos = "+IToS(a.pos)+"\n";
        msg+="b.info = "+string(b.info)+"\n";
        msg+="b.pos = "+IToS(b.pos)+"\n";
        QapDebugMsg(msg);
      }
      use(out[idarr[0]]);
    }
  };
};

Разбор кода, оптимизирующего код полиморфных лексеров

Технический разбор функции lexer2vecofchar

Назначение

Функция lexer2vecofchar принимает объект лексера и возвращает строку символов (string), которая представляет собой множество ожидаемых символов для данного лексера. Эта строка используется для оптимизации разбора — чтобы быстро понимать, какие символы допустимы на текущем уровне.

Основная логика

Обработка интерфейсных лексеров

if(lexer.is_interface){
  return polylexer2vecofchar(lexer);
}

Если лексер — интерфейсный (полиморфный), делегируем обработку специализированной функции polylexer2vecofchar.

Обход команд лексера

for(auto& c : lexer.cmds){
  auto& fields = lexer.farr;
  t_struct_cmd cmd;
  QapAssert(load_obj(cmd, c));
  ...
}

Каждая команда лексера (cmd) загружается из сериализованного представления.
Анализируем функцию cmd.func.value — имя метода go_*, который реализует логику разбора.

Обработка конкретных go_* методов

go_const — возвращает один первый символ, который лексер ожидает.
go_any / go_any_char — собирает множество символов, которые лексер может принять, используя функцию collect_expected_chars.
go_any_str_from_vec — аналогично, но для строк из вектора.
go_auto — рекурсивно обрабатывает вложенные лексеры, выдирая их типы из описания полей. Грамотно обрабатывает случаи с (TAutoPtr, vector).
go_str / go_vec — работает с шаблонными параметрами, извлекая вложенные лексеры и объединяя их множества символов.
go_minor — реализует понижение приоритета вложенного лексера и объединяет множества символов с учётом исключений. // пока без учёта исключений ибо сложно.

Оптимизация и объединение множеств символов

Используется множество символов (string out), которое постепенно расширяется символами из вложенных лексеров.
Проверки и ассерты гарантируют корректность типов и структур.

Обработка ошибок и неподдерживаемых функций

Если встречается неизвестный go_* метод — выводится отладочное сообщение.

Посмотреть исходники lexer2vecofchar

string lexer2vecofchar(const t_lexer&lexer)const{
  if(lexer.is_interface){
    return polylexer2vecofchar(lexer);
  }
  string out;
  for(auto&c:lexer.cmds){
    auto&fields=lexer.farr;
    t_struct_cmd cmd;
    QapAssert(load_obj(cmd,c));
    auto*p=t_struct_cmd_mode::UberCast(cmd.mode.get());
    //QapAssert(p);
    bool opt=p?p->body=='O':false;
    auto fn=cmd.func.value;
    if(fn=="go_const"){
      QapAssert(cmd.params.arr.size()==1);
      auto s=cmd.params.arr[0].body;
      QapAssert(s.size()>2);
      //TAutoPtr<vector<i_str_item>> si;//load_obj(si,s);
      auto bs=BinString::fullCppStr2RawStr(s);
      out.push_back(bs[0]);
      QapAssert(!opt);
      return out;
      int gg=1;
    }
    auto bad_type_checker=[](auto&lex,const string&type){
      string s=lex2str(*lex.get());
      return s.substr(0,type.size())==type;
    };
    if(fn=="go_any"||fn=="go_any_char"){
      QapAssert(cmd.params.arr.size()==2);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      if(fn=="go_any")QapAssert(bad_type_checker(f.type,"string"));
      if(fn=="go_any_char")QapAssert(bad_type_checker(f.type,"char"));
      auto p0=cmd.params.arr[0].body;
      auto p1=cmd.params.arr[1].body;// выражение типа gen_dips("09")+"str"+"other_str"
      t_cmd_param p1p;
      QapAssert(load_obj(p1p,p1));
      collect_expected_chars(p1p,out);
      if(opt)continue;
      return out;
    }
    if(fn=="go_any_str_from_vec"){
      QapAssert(cmd.params.arr.size()==2);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      QapAssert(bad_type_checker(f.type,"string"));
      auto p0=cmd.params.arr[0].body;
      auto p1=cmd.params.arr[1].body;// выражение типа split("0,9",",")
      t_cmd_param p1p;
      QapAssert(load_obj(p1p,p1));
      collect_expected_chars(p1p,out,true);
      if(opt)continue;
      return out;
    }
    if(fn=="go_end"){
      QapAssert(cmd.params.arr.size()==1);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      auto p0=cmd.params.arr[0].body;
      auto p1=cmd.params.arr[1].body;
      auto p1s=BinString::fullCppStr2RawStr(p1);
      if(p1s.size()==1)QapDebugMsg("use go_any(dip_inv("+p1+")) instead of go_end("+p1+")");
      QapDebugMsg("go_end with str - under construction");
    }
    typedef t_cppcore::t_varcall_expr::t_var t_var;
    auto tp2var=[](const auto&tp,t_var&out){
      auto*ptp=t_cppcore::t_varcall_expr::t_template_part::UberCast(tp.get());
      string s;save_obj(ptp->expr,s);
      QapAssert(load_obj(out,s));
    };
    struct t_for_autoptr_r{
      bool con=false;
      bool ret=false;
    };
    auto for_autoptr=[&](const t_var&var,const string&tpn)->t_for_autoptr_r{
      if(tpn!="TAutoPtr")return {};
      t_var inner_param;
      tp2var(var.tp,inner_param);
      auto inner_pn=inner_param.name.value;
      vector<string> ftn;
      if(inner_param.tp){
        auto*p=t_cppcore::t_varcall_expr::t_dd_part::UberCast(inner_param.tp.get());
        QapAssert(p);
        auto&arr=p->arr;
        for(auto&ex:arr){
          ftn.push_back(ex.name.value);
        }
      }
      string ln=inner_pn+(ftn.size()?"::":"")+join(ftn,"::");
      auto*pl_inner=find_lexer_by_name_but_relative(ln,lexer);
      QapAssert(pl_inner);
      auto nested_chars=lexer2vecofchar(*pl_inner);
      QapAssert(!nested_chars.empty());
      out+=nested_chars;
      if(!opt)return {false,true};
      return {true,false};
    };
    if(fn=="go_auto"){
      QapAssert(cmd.params.arr.size()==1);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      auto*pvc=t_cppcore::t_varcall_expr::UberCast(f.type.get());
      QapAssert(pvc);
      auto&v=pvc->var;
      if(v.name.value=="TAutoPtr"){
        auto r=for_autoptr(v,v.name.value);
        if(r.ret)return out;
        if(r.con)continue;
      }
      if(v.name.value=="vector"){
        QapAssert(v.tp);
        t_var template_param;
        tp2var(v.tp,template_param);
        auto tpn=template_param.name.value;
        QapAssert(tpn!="vector");
        auto r=for_autoptr(template_param,tpn);
        if(r.ret)return out;
        if(r.con)continue;
        auto*pl=find_lexer_by_name_but_relative(tpn,lexer);
        QapAssert(pl);
        out+=lexer2vecofchar(*pl);
        if(!opt)return out;
        continue;
      }
      auto*pl=find_lexer_by_name_but_relative(v.name.value,lexer);
      QapAssert(pl);
      out+=lexer2vecofchar(*pl);
      if(!opt)return out;
      continue;
    }
    if(fn=="go_str"||fn=="go_vec"){
      QapAssert(cmd.params.arr.size()==1);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      auto*pvc=t_cppcore::t_varcall_expr::UberCast(f.type.get());
      QapAssert(pvc);
      auto&v=pvc->var;
      if(fn=="go_str"&&v.name.value!="string")QapDebugMsg("go_str support only string type of field");
      QapAssert(cmd.templ_params.size());
      TAutoPtr<t_templ_params> tp;
      QapAssert(load_obj(tp,cmd.templ_params));
      QapAssert(tp->body.size());
      TAutoPtr<t_type_templ_params> ttp;
      QapAssert(load_obj(ttp,tp->body));
      QapAssert(ttp);
      QapAssert(ttp->first.body);
      auto*ptit=t_meta_lexer::t_type_item_type::UberCast(ttp->first.body.get());
      QapAssert(ptit);
      if(ptit->type.value=="vector"||ptit->type.value=="TAutoPtr"){
        QapAssert(ptit->param);
        auto*ptta=t_meta_lexer::t_type_templ_angle::UberCast(ptit->param->body.get());
        QapAssert(ptta);
        QapAssert(ptta->params);
        QapAssert(ptta->params->first.body);
        auto*ptit2=t_type_item_type::UberCast(ptta->params->first.body.get());
        QapAssert(ptit2);
        if(ptit2->param){
          QapAssert(ptit2->type.value=="TAutoPtr");
          auto*ptta=t_meta_lexer::t_type_templ_angle::UberCast(ptit2->param->body.get());
          QapAssert(ptta);
          QapAssert(ptta->params);
          QapAssert(ptta->params->first.body);
          auto*ptit3=t_type_item_type::UberCast(ptta->params->first.body.get());
          if(ptit3->param)QapDebugMsg("unexpected param:"+lex2str(ptit3->param)+"\nin:"+cmd.templ_params);
          QapAssert(!ptit3->param);
          auto*pl=find_lexer_by_name_but_relative(ptit3->type.value,lexer);
          QapAssert(pl);
          out+=lexer2vecofchar(*pl);
          if(opt)continue;
          return out;
        }
        auto*pl=find_lexer_by_name_but_relative(ptit2->type.value,lexer);
        QapAssert(pl);
        out+=lexer2vecofchar(*pl);
        if(opt)continue;
        return out;
      }
      QapAssert(!ptit->param);
      auto*pl=find_lexer_by_name_but_relative(ptit->type.value,lexer);
      QapAssert(pl);
      out+=lexer2vecofchar(*pl);
      if(opt)continue;
      return out;
    }
    if(fn=="go_minor"){
      QapAssert(cmd.params.arr.size()==1);
      auto&cpa0b=cmd.params.arr[0].body;
      auto&f=find_field(lexer,cpa0b);
      auto*pvc=t_cppcore::t_varcall_expr::UberCast(f.type.get());
      QapAssert(pvc);
      auto&v=pvc->var;
      if(v.name.value=="string")QapDebugMsg("go_diff dont support string type of field");
      struct t_for_autoptr_r2{
        bool con=false;
        bool ret=false;
        bool pass()const{return !con&&!ret;}
        string out;
      };
      auto for_autoptr2=[&](const t_var&var,const string&tpn)->t_for_autoptr_r2{
        if(tpn!="TAutoPtr")return {};
        t_var inner_param;
        tp2var(var.tp,inner_param);
        auto inner_pn=inner_param.name.value;
        auto*pl_inner=find_lexer_by_name_but_relative(inner_pn,lexer);
        QapAssert(pl_inner);
        auto nested_chars=lexer2vecofchar(*pl_inner);
        QapAssert(!nested_chars.empty());
        if(!opt)return {false,true,nested_chars};
        return {true,false,nested_chars};
      };
      string our;bool template_lexer=false;
      if(v.name.value=="TAutoPtr"){
        auto r=for_autoptr2(v,v.name.value);
        our+=r.out;
        template_lexer=true;
        //if(r.ret)return out;
        //if(r.con)continue;
      }
      if(v.name.value=="vector"){
        template_lexer=true;
        QapAssert(v.tp);
        t_var template_param;
        tp2var(v.tp,template_param);
        auto tpn=template_param.name.value;
        QapAssert(tpn!="vector");
        auto r=for_autoptr2(template_param,tpn);
        our+=r.out;
        if(r.pass()){
          auto*pl=find_lexer_by_name_but_relative(tpn,lexer);
          QapAssert(pl);
          our+=lexer2vecofchar(*pl);
          //if(!opt)return out;
          //continue;
        }
      }
      if(!template_lexer){
        auto*pl=find_lexer_by_name_but_relative(v.name.value,lexer);
        QapAssert(pl);
        our+=lexer2vecofchar(*pl);
      }
      out+=our;
      if(opt)continue;
      return out;
      // unreachable code now because of wrong hi-level semantic logic. minus is not acceptable in most complex cases
      auto minus=[](const string&our,const string&major){
        auto m=CharMask::fromStr(our,true);
        auto e=CharMask::fromStr(major,true);
        string out;
        for(size_t i=0;i<256;i++)if(!e.mask[i]&&m.mask[i])out.push_back(static_cast<char>(i));
        return out;
      };
      string major;
      //---
      QapAssert(cmd.templ_params.size());
      TAutoPtr<t_templ_params> tp;
      QapAssert(load_obj(tp,cmd.templ_params));
      QapAssert(tp->body.size());
      TAutoPtr<t_type_templ_params> ttp;
      QapAssert(load_obj(ttp,tp->body));
      QapAssert(ttp);
      QapAssert(ttp->first.body);
      auto*ptit=t_meta_lexer::t_type_item_type::UberCast(ttp->first.body.get());
      QapAssert(ptit);
      if(ptit->type.value=="vector"||ptit->type.value=="TAutoPtr"){
        QapAssert(ptit->param);
        auto*ptta=t_meta_lexer::t_type_templ_angle::UberCast(ptit->param->body.get());
        QapAssert(ptta);
        QapAssert(ptta->params);
        QapAssert(ptta->params->first.body);
        auto*ptit2=t_type_item_type::UberCast(ptta->params->first.body.get());
        QapAssert(ptit2);
        if(ptit2->param){
          QapAssert(ptit2->type.value=="TAutoPtr");
          auto*ptta=t_meta_lexer::t_type_templ_angle::UberCast(ptit->param->body.get());
          QapAssert(ptta);
          QapAssert(ptta->params);
          QapAssert(ptta->params->first.body);
          auto*ptit3=t_type_item_type::UberCast(ptta->params->first.body.get());
          QapAssert(!ptit3->param);
          auto*pl=find_lexer_by_name_but_relative(ptit3->type.value,lexer);
          QapAssert(pl);
          major+=lexer2vecofchar(*pl);
          out+=minus(our,major);
          if(opt)continue;
          return out;
        }
        auto*pl=find_lexer_by_name_but_relative(ptit2->type.value,lexer);
        QapAssert(pl);
        major+=lexer2vecofchar(*pl);
        out+=minus(our,major);
        if(opt)continue;
        return out;
      }
      QapAssert(!ptit->param);
      auto*pl=find_lexer_by_name_but_relative(ptit->type.value,lexer);
      QapAssert(pl);
      major+=lexer2vecofchar(*pl);
      out+=minus(our,major);
      if(opt)continue;
      return out;
    }
    QapDebugMsg("unsupported go_* method: "+fn);
    int gg_cmds=1;
  }
  return out;
}

Почему это круто и важно для статьи

Глубокая интеграция с типовой системой — функция учитывает сложные типы (TAutoPtr, vector), что показывает мощь и гибкость этой системы.
Оптимизация разбора — формирование множества ожидаемых символов позволяет значительно ускорить парсинг, избегая лишних попыток.
Рекурсивный и полиморфный подход — лексеры могут содержать вложенные лексеры, и функция умеет корректно обходить эту структуру.
Чёткая и строгая проверка корректности — множество QapAssert и отладочных сообщений помогает быстро выявлять ошибки.

Краткое резюме

Функция lexer2vecofchar — ключевой компонент оптимизации полиморфных лексеров, который строит множество допустимых символов для текущего лексера, учитывая вложенные структуры и типы. Это позволяет эффективно фильтровать входные данные на раннем этапе разбора, повышая производительность и надёжность парсера. Благодаря строгому контролю типов и рекурсивной обработке, функция обеспечивает корректную работу даже с самыми сложными грамматиками.

Советы и рекомендации по расширению и отладке грамматик

"Разделитель" как самый популярный лексер, нужно вставлять после каких-нибудь других
лексеров в списке полей вышестоящего лексера, а не впереди всех, т.к тогда возможны конфликты. Особенно если вышестоящий лексер полиморфный. Это касается не только "разделителя", а всех других опциональных лексеров.
особенно если в двух и более полиморфных лексера одного семейства вначале используется общий для них всех лексер/go_*метод.

Разбор кода t_class_def_fixer

Назначение

t_class_def_fixer — это двойной посетитель (visitor), который проходит по структуре, описывающей грамматику QapDSL, и выполняет две ключевые модификации:

Заменяет символ => (стрелочку) на : (двоеточие) в описании лексеров.
Это упрощает и унифицирует синтаксис, делая его более читаемым и однородным.
Удаляет встроенный C++ код, который идёт в конце описания лексеров, если он не содержит определённой строки.
Это позволяет очистить описание лексеров от лишнего кода, если он не нужен, и избежать потенциальных конфликтов.

Основные компоненты и методы

Наследование и макросы

struct t_class_def_fixer:
  t_templ_sys_v04,
  t_meta_lexer::i_target_item_visitor,
  t_meta_lexer::t_target_struct::i_struct_impl::i_visitor
{
  #define ADD(F)typedef t_meta_lexer::F F;
    ADD(t_target_semicolon)
    ADD(t_target_sep)
    ADD(t_target_struct)
    ADD(t_target_using)
    ADD(t_target_typedef)
    ADD(i_target_item)
  #undef ADD
  ...
};

Класс наследует несколько интерфейсов и системных классов для обхода и модификации дерева грамматики.
Макрос ADD упрощает объявление типов из пространства имён t_meta_lexer, облегчая дальнейшую работу.

Универсальные методы обхода

template<class TYPE>
void Do(TYPE*p){if(p)Do(*p);}
template<class TYPE>
void Do(TYPE&r){r.Use(*this);}
template<class TYPE>
void Do(vector<TYPE>&arr){for(auto&ex:arr)Do(&ex);}
template<class TYPE>
void Do(vector<TAutoPtr<TYPE>>&arr){for(auto&ex:arr)if(ex)Do(*ex.get());}
template<class TYPE>
void Do(TAutoPtr<TYPE>&r){if(r)Do(*r.get());}

Универсальные шаблонные методы Do обеспечивают рекурсивный обход узлов и коллекций узлов дерева грамматики.
Это стандартный приём для реализации паттерна посетителя, позволяющий легко расширять обход без дублирования кода.

Обработка тела с реализацией (t_body_impl)

void Do(t_body_impl&r)override{
  if(cppcode_killer){
    if(lex2str(r.c).find("inline static const string value=\"")==string::npos){
      r.c=nullptr; // убиваем C++ код идущий в конце описания lexer`а
    }
  }
  Do(r.nested);
}

Если включён флаг cppcode_killer, и в коде r.c нет строки "inline static const string value=\"", то содержимое r.c удаляется.
Таким образом, удаляется «лишний» C++ код, оставляя только важные константы.
Затем рекурсивно обрабатываются вложенные лексерыr.nested.

Замена стрелочки на двоеточие

void Do(t_target_struct::t_parent&r){
  if(r.arrow_or_colon.size()) r.arrow_or_colon=":";
}

Если у родителя (t_parent) есть символ arrow_or_colon (который может быть => или :), он заменяется на двоеточие :.
Это делает синтаксис похожим на С++ и исправляет эту досадную ошибку из QapDSLv1

Обход других узлов

void Do(t_target_struct&r)override{
  Do(r.parent);
  Do(r.body);
}
void Do(t_target_semicolon&r)override{}
void Do(t_target_sep&r)override{}
void Do(t_target_using&r)override{}
void Do(t_target_typedef&r)override{}

Для структур вызывается обход родителя и тела.
Для остальных типов — пустая реализация, так как модификации не требуются.

Основной метод запуска

string main(const string&data){
  t_target tar;
  auto fs=load_obj_full(tar,data);
  if(!fs.ok){cerr<<fs.msg<<endl;return "fail";}
  if(tar.arr.empty()){return "!target\n\n"+fs.msg;}
  for(auto&ex:tar.arr){
    auto*p=ex.get();
    p->Use(*this);
  }
  string out;
  save_obj(tar,out);
  return out;
}

Загружает исходный QapDSL-код в объект tar.
Если загрузка не удалась или пустой результат — возвращает ошибку.
Итерируется по всем элементам и применяет к ним посетителя (Use(*this)), вызывая модификации.
Сохраняет изменённый объект обратно в строку и возвращает результат.

Итог

t_class_def_fixer — компактный и эффективный инструмент для постобработки QapDSL-кода, который обеспечивает:

Унификацию синтаксиса через замену стрелочек на двоеточия.
Очистку описаний лексеров от лишнего C++ кода, что упрощает дальнейшую работу и снижает шум.
Гибкий и рекурсивный обход дерева грамматики с помощью шаблонных методов и паттерна посетителя.

Этот класс отлично демонстрирует, как можно аккуратно и безопасно модифицировать сложные структуры грамматик, сохраняя при этом читаемость и расширяемость кода.

Подробный разбор структуры t_qapdls_v1_to_v2, которая реализует конвертер кода QapDSL в QapDSLv2.

Общее назначение

Перевести синтаксис и семантику старой версии в новую, более короткую и удобную.
...
Profit!

Ключевые части и методы

Наследование и макросы

struct t_qapdls_v1_to_v2:
  t_templ_sys_v04,
  t_meta_lexer::i_target_item_visitor,
  t_meta_lexer::t_target_struct::i_struct_impl::i_visitor,
  t_meta_lexer::i_struct_cmd_xxxx::i_visitor
{
  #define ADD(F)typedef t_meta_lexer::F F;
    ADD(t_target_semicolon)
    ADD(t_target_sep)
    ADD(t_target_struct)
    ADD(t_target_using)
    ADD(t_target_typedef)
    ADD(i_target_item)
    ADD(t_struct_cmd_mode)
    ADD(t_struct_cmd_anno)
  #undef ADD
  ...
};

...

Обработка команд лексера (t_body_impl)

void Do(t_body_impl&r)override{
  Do(r.nested);
  if(!r.cmds)return;
  auto&arr=r.cmds->arr;
  vector<string> fields;
  for(auto&ex:arr){
    opt=false;
    if(ex.body.mode)Do(ex.body.mode.get());
    auto&f=ex.body.func.value;
    QapAssert(f.size()>3&&f.substr(0,3)=="go_");
    auto res=f.substr(3);
    auto&params=ex.body.params.arr;
    QapAssert(params.size());
    string pad;
    string pad2;
    for(int i=0;i<lexers.size();i++)pad+="  ";
    for(int i=1;i<lexers.size();i++)pad2+="  ";
    
    if(res=="const"){
      fields.push_back("\n"+pad+params[0].body+"\n"+pad2);
      continue;
    }
    
    auto&src=find_field(r.arr,params[0].body);
    
    if(res=="auto"){
      src.qst=nullptr;
      if(opt)load_obj(src.qst,"?");
      fields.push_back("\n"+pad+lex2str(src)+"\n"+pad2);
      continue;
    }
    
    vector<string> sparams;
    for(int i=1;i<params.size();i++){
      sparams.push_back(params[i].body);
    }
    
    fields.push_back("\n"+pad+lex2str(src.type)+""+src.name.value+"="+res+ex.body.templ_params+"("+join(sparams,",")+")"+string(opt?"?":"")+";\n"+pad2);
  }
  r.arr.clear();
  auto mem=join(fields,"");
  t_load_dev dev(mem);
  bool ok=dev.go_auto(r.arr);
  QapAssert(ok);
  r.cmds=nullptr;
}

Обрабатывает команды go_* в теле лексера.
Для каждой команды:
- Определяет режим opt (опциональность).
- Извлекает имя функции без префикса go_ (field).
- Находит соответствующее поле в структуре по имени.
- Формирует новую строку с описанием поля в формате QapDSLv2.
Собирает все преобразованные поля в строку, затем парсит её обратно в структуру r.arr. // вы только посмотрите на эту наглую вольность! Жертвовать производительностью ради красивой архитектуры!
Удаляет команды r.cmds.

Вспомогательные методы

bool opt=false;

void Do(t_struct_cmd_mode&r){opt=r.body=='O';}
void Do(t_struct_cmd_anno&r){opt=r.mode[0]=='o';if(r.mode.size()>1)opt=r.mode[1]=='o';}

t_struct_field& find_field(const vector<TAutoPtr<i_struct_field>>&arr,const std::string&name) const {
  for(auto&ex:arr){
    auto*pf=t_struct_field::UberCast(ex.get());
    QapAssert(pf);
    if(pf->name.value==name) return *pf;
  }
  QapDebugMsg("can't find field '"+name+"' inside lexer '"+lexers.back()+"'");
  static t_struct_field tmp;
  return tmp;
}

Переменная opt хранит состояние опциональности текущей команды.
Методы Do для t_struct_cmd_mode и t_struct_cmd_anno устанавливают opt в зависимости от модификаторов.
Метод find_field ищет поле по имени в массиве полей, с отладочным сообщением при отсутствии.

Обход лексеров с запоминание уровней вложенности.

vector<string> lexers;
void Do(t_target_struct&r){
  lexers.push_back(r.name.value);
  Do(r.parent);
  Do(r.body);
  lexers.pop_back();
}

Ведёт стек имён лексеров для контекста при поиске полей.

Основной метод запуска

string main(const string&data){
  t_target tar;
  auto fs=load_obj_full(tar,data);
  if(!fs.ok){cerr<<fs.msg<<endl;return "fail";}
  if(tar.arr.empty()){return "!target\n\n"+fs.msg;}
  for(auto&ex:tar.arr){
    auto*p=ex.get();
    p->Use(*this);
  }
  string out;
  save_obj(tar,out);
  return out;
}

Итог

t_qapdls_v1_to_v2 — это мощный и аккуратный конвертер, который:

Автоматически преобразует старый синтаксис и структуру QapDSLv1 в новую, более лаконичную и современную QapDSLv2.
Упрощает описание лексеров, команд и полей, сохраняя при этом семантику.
Позволяет легко мигрировать и использовать преимущества нового синтаксиса без ручной переработки.
Показывает как на самом деле надо обходить дерево для его удобной модификации! Это одна из лучших практик!

Весь код целиком

struct t_qapdls_v1_to_v2:
  t_templ_sys_v04,
  t_meta_lexer::i_target_item_visitor,
  t_meta_lexer::t_target_struct::i_struct_impl::i_visitor,
  t_meta_lexer::i_struct_cmd_xxxx::i_visitor
{
  #define ADD(F)typedef t_meta_lexer::F F;
    ADD(t_target_semicolon)\
    ADD(t_target_sep)\
    ADD(t_target_struct)\
    ADD(t_target_using)\
    ADD(t_target_typedef)\
    ADD(i_target_item)\
    ADD(t_struct_cmd_mode)\
    ADD(t_struct_cmd_anno)\
      //
  #undef ADD
  template<class TYPE>
  void Do(TYPE*p){if(p)Do(*p);}
  template<class TYPE>
  void Do(TYPE&r){r.Use(*this);}
  template<class TYPE>
  void Do(vector<TYPE>&arr){for(auto&ex:arr)Do(&ex);}
  template<class TYPE>
  void Do(vector<TAutoPtr<TYPE>>&arr){for(auto&ex:arr)if(ex)Do(*ex.get());}
  template<class TYPE>
  void Do(TAutoPtr<TYPE>&r){if(r)Do(*r.get());}
  //template<class TYPE>
  void Do(t_body_semicolon&r)override{}
  bool opt=false;
  void Do(t_struct_cmd_mode&r){opt=r.body=='O';}
  void Do(t_struct_cmd_anno&r){opt=r.mode[0]=='o';if(r.mode.size()>1)opt=r.mode[1]=='o';}
  t_struct_field&find_field(const vector<TAutoPtr<i_struct_field>>&arr,const std::string&name)const{
    for(auto&ex:arr){
      auto*pf=t_struct_field::UberCast(ex.get());
      QapAssert(pf);
      if(pf->name.value==name)return *pf;
    }
    QapDebugMsg("can't find field '"+name+"' inside lexer '"+lexers.back()+"'");
    static t_struct_field tmp;
    return tmp;
  }
  void Do(t_body_impl&r)override{
    Do(r.nested);
    if(!r.cmds)return;
    auto&arr=r.cmds->arr;
    vector<string> fields;
    for(auto&ex:arr){
      opt=false;
      if(ex.body.mode)Do(ex.body.mode.get());
      auto&f=ex.body.func.value;
      QapAssert(f.size()>3&&f.substr(0,3)=="go_");
      auto res=f.substr(3);
      auto&params=ex.body.params.arr;
      QapAssert(params.size());
      string pad;
      string pad2;
      for(int i=0;i<lexers.size();i++)pad+="  ";
      for(int i=1;i<lexers.size();i++)pad2+="  ";
      if(res=="const"){
        fields.push_back("\n"+pad+params[0].body+"\n"+pad2);
        continue;
      }
      auto&src=find_field(r.arr,params[0].body);
      if(res=="auto"){
        src.qst=nullptr;
        if(opt)load_obj(src.qst,"?");
        fields.push_back("\n"+pad+lex2str(src)+"\n"+pad2);
        continue;
      }
      vector<string> sparams;
      for(int i=1;i<params.size();i++){
        sparams.push_back(params[i].body);
      }
      fields.push_back("\n"+pad+lex2str(src.type)+""+src.name.value+"="+res+ex.body.templ_params+"("+join(sparams,",")+")"+string(opt?"?":"")+";\n"+pad2);
    }
    r.arr.clear();
    auto mem=join(fields,"");
    t_load_dev dev(mem);
    bool ok=dev.go_auto(r.arr);
    QapAssert(ok);
    r.cmds=nullptr;
  }
  void Do(t_target_semicolon&r)override{}
  void Do(t_target_sep&r)override{}
  void Do(t_target_struct::t_parent&r){if(r.arrow_or_colon.size())r.arrow_or_colon=":";}
  vector<string> lexers;
  void Do(t_target_struct&r)override{lexers.push_back(r.name.value);Do(r.parent);Do(r.body);lexers.pop_back();}
  void Do(t_target_using&r)override{}
  void Do(t_target_typedef&r)override{}
  string main(const string&data){
    t_target tar;
    auto fs=load_obj_full(/*Env,*/tar,data);
    if(!fs.ok){cerr<<fs.msg<<endl;return "fail";}
    if(tar.arr.empty()){return "!target\n\n"+fs.msg;}
    for(auto&ex:tar.arr){
      auto*p=ex.get();
      p->Use(*this);
    }
    string out;
    save_obj(tar,out);
    return out;
  }
};

Полезные ресурсы

Официальный репозиторий QapGen
Примеры грамматик XML и сгенерированного из него кода.

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Дата

9 июл. 2025 г.

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09.09.25 02:34 wendytaylor015

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09.09.25 11:48 Moises Velez

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09.09.25 15:05 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.09.25 15:05 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.09.25 15:05 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.09.25 20:23 Bramfloris

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09.09.25 20:37 DAVEortega1010

Be wary of fraudulent cryptocurrency recovery services. Many promise to recover your lost digital currency. These services often provide excuses or fail to deliver any results. This only adds to your distress. After several unsuccessful attempts with others, I discovered a genuine expert. This individual was highly capable and provided excellent assistance. They successfully recovered my stolen cryptocurrency. I was finally able to find peace of mind. If you have lost crypto, you should contact them. talk to [email protected] for help. You can also send a text message via WhatsApp to +447366445035, Stop losing time on scams. They can help you get your money back.
10.09.25 00:45 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
10.09.25 00:45 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
11.09.25 03:31 DAVEortega1010

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11.09.25 13:44 grace

i fell for an investment scam also and lost $250k worth of bitcoin luckily i found anthonydavies01 on telegram with his assistance i got back over 85% of my money. him and his team are top notch
11.09.25 15:03 stevensjonas

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11.09.25 18:51 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
11.09.25 18:51 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
11.09.25 18:51 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.09.25 13:11 grace

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12.09.25 15:06 michaeldavenport218

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12.09.25 15:06 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
13.09.25 20:45 Clinton

I know firsthand how devastating it feels to lose money to a scam. When it happened to me, I was left frustrated, hopeless, and unsure where to turn. Complaining to apps about being scammed on their platforms didn’t change anything it felt like no one cared. But through a friend’s advice, I connected with a recovery professional who gave me real hope. With their help, I was able to get my funds back, something I thought was impossible. I’m sharing this because I don’t want anyone else to feel as lost as I once did. Whether you’ve been scammed through crypto platforms, dating scams, real-estate or mortgage fraud, or even fake ICOs, please know there’s still a way forward. If you’ve lost money, reach out to Recoveryfundprovider(@)gmail(.)com).) or (WhatsApp) at (+)44 7366445035 for consultation and recovery services.
14.09.25 00:54 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 00:54 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 02:37 luciajessy3

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14.09.25 02:37 luciajessy3

Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…
14.09.25 12:44 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 12:44 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 15:13 estherfords

My solana recovery experience with Mighty Hacker Recovery Expert.
14.09.25 15:13 estherfords

My solana recovery experience with Mighty Hacker Recovery Expert. Contact them on +14042456415 WhatsApp
14.09.25 17:48 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 17:48 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.09.25 20:49 Clinton

I know firsthand how devastating it feels to lose money to a scam. When it happened to me, I was left frustrated, hopeless, and unsure where to turn. Complaining to apps about being scammed on their platforms didn’t change anything it felt like no one cared. But through a friend’s advice, I connected with a recovery professional who gave me real hope. With their help, I was able to get my funds back, something I thought was impossible. I’m sharing this because I don’t want anyone else to feel as lost as I once did. Whether you’ve been scammed through crypto platforms, dating scams, real-estate or mortgage fraud, or even fake ICOs, please know there’s still a way forward. If you’ve lost money, reach out to ([email protected]) or (WhatsApp) at (+)44 7366445035 for consultation and recovery services.
14.09.25 22:16 Berrysmith

I recently recovered a large sum of digital assets. Sylvester Bryant, reachable at Yt7cracker@gmail. com, helped me reclaim 720,000 in Ethereum. The entire experience was excellent. I highly recommend Mr. Sylvester. He assists those dealing with lost or stolen funds. His skill in getting back money from scams is outstanding. Scammers cause huge stress and financial pain. Mr. Bryant offers a crucial service. He provides a way to possibly recover stolen funds. His professional manner built trust. If you lost money to scams, contact him. He is also on WhatsApp at +1 512 577 7957. This makes it easy to discuss your case. Recovering this amount was difficult. Mr. Bryant showed deep knowledge of the technical work. His commitment to solving these problems is clear. Seek his help for lost crypto or other digital assets. This is a major concern for many. Expert aid can greatly improve outcomes.
15.09.25 10:25 aliceforemanlaw

I got back a lot of digital money recently. Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.
15.09.25 12:49 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.09.25 12:49 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.09.25 12:49 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
16.09.25 12:25 aliceforemanlaw

Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.
16.09.25 12:26 aliceforemanlaw

Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.
16.09.25 13:25 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
16.09.25 13:25 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.09.25 02:56 peju1213

It can be very concerning to lose access to your USDT (Tether) wallet. It could potentially result in permanent loss of significant funds. You may have misplaced your private keys. Perhaps you unintentionally erased something, or your security was breached. It seems hopeless when you are unable to access your USDT. However, it doesn't have to stop there. There are methods for recovering your lost USDT. During difficult circumstances, professional assistance and wise recuperation techniques can give you hope. get in touch with Marie ([email protected] and +1 7127594675) on WhatsApp.
17.09.25 11:16 [email protected]

Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.
17.09.25 11:16 [email protected]

Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.
17.09.25 23:50 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.09.25 23:50 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.09.25 23:50 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
18.09.25 11:55 Mundo

Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.
18.09.25 11:55 Mundo

Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.
18.09.25 12:22 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
18.09.25 12:22 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
18.09.25 13:04 Mundo

Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.
18.09.25 16:46 carolinehudso83

I noticed a lot of online recommendations, and it’s clear that some of them are bad eggs that will just make уour mуsterу worse. I can onlу suggest one, and if уou need assistance getting back the moneу уou lost to scammers, уou can contact them bу email at: [email protected] Whats app or text +1 518 468 2985 Website https://bestrecoveryagent.com/
19.09.25 00:54 frank2025

Anthony davies played a crucial role in successfully recovering my stolen USDT, which was valued at more than $300,000. His expertise and dedication made the recovery process smooth and efficient. Throughout the entire time, he demonstrated himself to be a reliable recovery agent. His professionalism and commitment to his clients are evident in the results he achieves. If you find yourself in a similar situation or need assistance, he is available for contact. You can reach anthony through email at (anthonydaviestech AT gmail dot com). Alternatively, he is also accessible via telegram at anthonydavies01. Reaching out to him could be the first step toward recovering your lost assets
19.09.25 10:02 faithlawrence

Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.
19.09.25 10:02 faithlawrence

Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.
19.09.25 15:27 tonykith01477

There are not many reviews about free crypto recovery fixed but the ones that exist are mostly positive. I have no idea how that is possible, but it is clear that they are fabricated. However, there are also negative reviews – and I highly recommend paying attention to them. These are real people describing their unfortunate experiences with this scam. It’s the same story as always – fraudsters create a fake website to con people out of money. Nothing new but look no more and contact FASTRECOVERYAGENT These types of scams are everywhere. If you have already lost money to scammers i mean any type be it sending to scammers account , or if you have a case about stolen bitcoin , usdt, or any type of cryptocurrency whatsoever just reach out to www.fastrecoveryagent.com, i really owe this group of recovery expert because they saved me after bad investment with a fake broker, i literally owe them my life as they saved me from some bunch of scammers, but see how life is , i got every cent of my investment back with the profit , reach out to to them today and tell them from Mary because i promise them i will tell the whole world when the recovery is complete, and here i go after i got my recovered assets thats why im doing what i promised. do not fall for another scam. contact the,m today!!!!
19.09.25 17:12 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
19.09.25 17:12 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
20.09.25 15:05 faithlawrence

I can’t recommend Sylvester Bryant enough. He successfully recovered €210,000 in Ethereum for me after I had lost hope. His expertise in tracing and reclaiming funds from scams is truly remarkable. What stood out most was his calm, professional approach and deep technical knowledge, which gave me complete confidence throughout the process. If you’ve lost money to a scam, I strongly encourage you to reach out to him. You can contact him via email at [[email protected] ] or on WhatsApp at +1 512 577 7957. He is genuinely dedicated to helping people recover what they’ve lost, and his support has been invaluable to me.
20.09.25 15:53 blessing1198

It is distressing to lose USDT due to a bitcoin wallet hack. Although it is challenging, stolen USDT can be recovered. Taking prompt, wise action increases your chances. Marie can help you with reporting the theft, what to do right away, and USDT recovery. Contact her on WhatsApp at +1 7127594675, or email [email protected].
21.09.25 12:05 star1121

Consider this: In cryptocurrency, you see what appears to be a fantastic opportunity. After investing your hard-earned money, you see it disappear into the wallet of a con artist. Your bank account seems empty as rage and regret merge in this stomach punch. These days, cryptocurrency frauds are very common, however recovering your cryptocurrency from scammers is still possible. You can track down and possibly recover what you lost with shrewd actions. Marie can help; contact her at [email protected] and on WhatsApp at +1 7127594675.
23.09.25 03:23 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.09.25 03:23 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.09.25 03:23 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.09.25 03:54 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.09.25 14:45 Raymondkrisitina

Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.
23.09.25 19:27 beverlyalex010

In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.
23.09.25 22:38 Raymondkrisitina

Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.
24.09.25 12:22 beverlyalex010

In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.
24.09.25 15:50 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.09.25 15:50 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.09.25 15:50 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.09.25 19:08 Raymondkrisitina

Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.
24.09.25 19:50 Raymondkrisitina

Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.
24.09.25 19:55 Athea5130

ETHICAL BITCOIN HACKER/ BEST WAY RECOVERY BITCOIN I believed I was completely lost. I was unable to withdraw money from my investment wallet after making a dubious investment, and until I discovered Best Way Hacker Company, no one could assist me in unfreezing it. This group handled my matter with attention and urgency. In a matter of days, they were able to retrieve my frozen investment and transfer it to a new wallet that I owned. They restored my hope in a big way. Best Way Hacker restored my money and my peace of mind, and for that I will always be grateful. Email.. [email protected] WhatsApp..+39-(350)-967-(1925)
24.09.25 19:56 Athea5130

ETHICAL BITCOIN HACKER/ BEST WAY RECOVERY BITCOIN I believed I was completely lost. I was unable to withdraw money from my investment wallet after making a dubious investment, and until I discovered Best Way Hacker Company, no one could assist me in unfreezing it. This group handled my matter with attention and urgency. In a matter of days, they were able to retrieve my frozen investment and transfer it to a new wallet that I owned. They restored my hope in a big way. Best Way Hacker restored my money and my peace of mind, and for that I will always be grateful. Email.. [email protected] WhatsApp..+39-(350)-967-(1925)
24.09.25 19:56 Athea5130

ETHICAL BITCOIN HACKER/ BEST WAY RECOVERY BITCOIN I believed I was completely lost. I was unable to withdraw money from my investment wallet after making a dubious investment, and until I discovered Best Way Hacker Company, no one could assist me in unfreezing it. This group handled my matter with attention and urgency. In a matter of days, they were able to retrieve my frozen investment and transfer it to a new wallet that I owned. They restored my hope in a big way. Best Way Hacker restored my money and my peace of mind, and for that I will always be grateful. Email.. [email protected] WhatsApp..+39-(350)-967-(1925)
24.09.25 19:56 Athea5130

ETHICAL BITCOIN HACKER/ BEST WAY RECOVERY BITCOIN I believed I was completely lost. I was unable to withdraw money from my investment wallet after making a dubious investment, and until I discovered Best Way Hacker Company, no one could assist me in unfreezing it. This group handled my matter with attention and urgency. In a matter of days, they were able to retrieve my frozen investment and transfer it to a new wallet that I owned. They restored my hope in a big way. Best Way Hacker restored my money and my peace of mind, and for that I will always be grateful. Email.. [email protected] WhatsApp..+39-(350)-967-(1925)
24.09.25 20:52 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.09.25 20:52 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1